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Please note for each thesis:
Except as otherwise permitted under the Copyright, Designs and Patents
Act 1988, this thesis may only be produced, stored or transmitted in
any form or by any means with the prior permission in writing of the
author. The author asserts his/her right to be identified as such in
accordance with the terms of the Copyright, Designs and Patents Act
1988.
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Shikun Zhou
Development Of Reverse Engineering Metrics
For Software Re-engineering.
MPhil, November 1998.
[
pdf file ]
The problem area addressed in this thesis is searching
approaches to developing reverse engineering metrics. The
purpose of this is to provide a systematic understanding of
the development of software metrics for reverse engineering
so as to support reverse engineering projects and to meet
the great demand of reverse engineering.
Software metrics are critical to all software development
and software re-engineering is no exception. Nowadays, there
is a huge number of legacy systems awaiting re-engineering,
which is a combination of reverse engineering and forward
engineering. Software metrics for forward engineering can be
thought of as a relatively ``developed'' area in software metrics.
But there is a lack of systematic research into and development
of useful software metrics for reverse engineering. There is a
great need for developing software metrics to support re-engineering,
reverse engineering activities in particular.
An approach to developing software metrics for reverse engineering
is proposed in this thesis. At the heart of the work is the development
of a new classification of software metrics for reverse engineering,
which includes complexity measures, abstractness measures, object
orientedness measures, economics measures and reusability measures.
Complexity measures are used to indicate how complex the reverse
engineering of a piece of existing code is; Abstractness
measures indicate at what level of abstraction the existing code is
and whether the code is abstract enough to understand; Object
orientedness measures indicate how object oriented the code is for
those re-engineers who are hoping not only to reverse engineer their
object oriented legacy systems, but also reverse engineer their huge
number of conventional procedural systems into object-oriented systems;
Economics (cost estimation) measures indicate the cost of reverse
engineering the existing code; and Reusability measures indicate to
what extent the reverse engineered existing code can be reused.
Based on these classifications, measures for reverse
engineering have been adapted and developed.
The experimental environment for developing reverse engineering
metrics in his research is a re-engineering tool, Re-engineering
Assistant (RA). Under this environment, a metric tool, the Metric
Facility of the Re-engineering Assistant, was used to implement
the five categories of measures. Meanwhile, the metric tool has
been developed during implementing those five categories of
measures.
The major contribution of the thesis is the presentation
of a systematic research base and a hierarchical approach to the
development of software metrics for reverse engineering. Also,
a metric tool has been developed not only to implement measures
for reverse engineering but also to support
re-engineering activities practically.
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- Xiaodong Liu
Abstraction: A Notion For Reverse Engineering.
PhD, September 1999.
[
pdf file ]
The importance and popularity of software re-engineering increase as
more and more successful computing systems become legacy
systems. However, one prominent problem hinders software
engineers from effective and efficient re-engineering of legacy
systems, that is, the difficulty of comprehension of the
original system.
This difficulty is due to constant system evolution and
incomplete or obsolete documents which legacy systems tend to
have. It is proved that the most or only reliable information
on a legacy system is source code itself. However, source code
is difficult to understand, especially when in a large amount.
Since program design or specification is at a higher
abstraction level, which is more concise and easier to
understand, successful extraction of semantics-oriented
specification from legacy source code will facilitate the
comprehension and therefore re-engineering of legacy systems
greatly.
The thesis first proposes a unified approach for software
re-engineering based on the characteristics of legacy
systems. The approach is based on the construction of a wide
spectrum language, known as RWSL, which enjoys a sound formal
semantics. The architecture and working flow of the approach
are proposed, and the structure of RWSL is defined to provide a
spectrum of abstractions of the re-engineered system, from
source code to specification.
Based on this framework, the thesis then focuses on engaging
abstraction technology to extract formal specification from
legacy source code. A taxonomy of abstraction is developed to
identify diverse kinds of abstractions. Monotonicity and relations
between these abstractions are formally described. For
practical reverse engineering, a set of abstraction rules are
developed to solve how to conduct abstraction. All these rules
are formally defined and proved sound. Healthiness
obligations are developed as axioms to guarantee correct and
sensible abstraction during reverse engineering.
A formal notation is adopted widely to provide a solid
unambiguous semantic foundation of the proposed approach. The
extracted specification is set to be formal to give the
re-engineered systems a rigorous description. An automatic
tool would benefit from the use of formalism. Due to its
distinct advantage for both time critical and non-time systems,
Interval Temporal Logic (ITL) is adopted to be the
specification layer of RWSL, and to define formal semantics
of other layers of RWSL. Furthermore, the abstraction taxonomy
and rules, monotonicity and relations between abstractions, and
healthiness obligations are all formally defined and proved
sound (if applicable) within ITL.
The proposed approach aims at time critical systems with
parallelism as well as sequential non-time systems. This is a
particular challenging research area because within such a system
the functional behaviour and non-functional timing
requirement are combined, implicit and can be very difficult to
recover.
A prototype tool is developed for three purposes: to test the
approach, to speed and to scale up re-engineering based on the
proposed approach. A number of case studies are used for
experiments with the approach and the prototype tool.
Conclusion is drawn based on analysis, which shows that the
proposed approach is feasible and promising in its
domain. Further research directions are also discussed.
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- Zhiqiang Chen
Real-time Refinement in an Object-based Framework.
PhD, September 1999.
[
pdf file ]
Real-time systems are hard to model as their correctness depends on
satisfying not only functional requirements, as in most
information processing systems, but also on non-functional
requirements, such as timing, limited resources and dependability.
Traditional real-time system development has been a somewhat ad-hoc
affair. A system is designed from an informal requirement
specification as a number of tasks with associated deadlines,
execution periods, and resource requirements. The worst-case
execution time is calculated for those tasks, and a resource
allocation and schedule is computed which guarantees deadlines.
Worst-case execution time, allocation, and scheduling are all complex
procedures and research is still active in these areas; in the two
latter cases the problems are known to be NP-complete.
Correctness of systems developed in this way can only be performed
by testing and detailed code inspection. However, when the consequence
of system failure is catastrophic such as loss of life and/or damage
to the environment, testing and code inspection can not alone be
relied upon.
Therefore, there is clearly scope for formalising some of the
development process, particularly in the area of requirements
specification and design. For this purpose, a large number of
formalisms have been developed.
However, we have shown that there are a significant
number of limitations with existing real-time development formalisms.
Most important of these is the lack of method or guidance on how
to use a formalism for both specification writing and proving
correctness. In addition, it is not clear how such formalisms can cope
in the development of large scale real-time systems.
In real-time systems development we would benefit from a method which
assists in the derivation of concrete designs from informal
requirements specifications through a `temporal' refinement notion.
A number of refinement calculi already exist for real-time systems,
but they are either incomplete or use an unrealistic computational
model. In this thesis we have developed a refinement calculus together
with a development method that manage to solve these problems. In
particular, our refinement calculus will derive concrete concurrent
systems suitable for OO programs. Hence the development technique is
suitable for large scale systems.
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Zhengru Tang
Mining Components From Legacy Systems Through Reverse Engineering.
MPhil, November 1999.
[
pdf file ]
Legacy systems are increasingly acknowledged as major
problems for most large corporations. Re-engineering is
probably the best way to solve the problems.
A typical component-based re-engineering process is: to use
reverse engineering methodology to extract components form
the existing system, and to use a repository to store and
manage the components, to restructure the old system, and to
integrate the new system with reuseable generic components
and new-produced components by forward engineering.
The problem to be studied is an efficient and feasible way to
extract components from legacy systems. In our approach
software components are mined from legacy systems, and made
potentially reusable. New systems can be developed by
integration of both mined and newly built components.
In this thesis, a component is explicitly defined; a
practical method is proposed; a detailed algorithm is
described and case studies are carried out.
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Donna Champion
Navigating the Gap between Purposeful Action and a Serving Information
System.
PhD, August 2001.
This work has been directed at the problem of developing practical means of
supporting those involved in a problem situation in designing their own
information systems.
The research is underpinned by an interpretive stance and assumes that
information systems are created to support purposeful action in continuously
socially constructed organizational settings. It is argued that the initial
phase of information system design necessitates undertaking sense making to
create a shared appreciation of the situation amongst those involved. One of
the main difficulties of designing technology-based information systems is
that the methods and techniques that have been employed to marshal knowledge
into a suitable format to facilitate software design.
The work offers the notion of navigating an inquiry process from a focus on
creating ideas for purposeful action, to creating a logical specification
for a technology based information system. To facilitate this shift in
focus, some explicit intellectual devises, or navigational devices, are
offered, to structure and support further debate. These Navigational devices
enable those involved in the situation of concern, the clients, to
conceptualise how purposeful action might unfold in the real world, so that
some idea's for a serving system can be considered.
Previous work addressing this problem area has been criticised for failing
to provide a coherent movement from any ideas for purposeful action, to a
logical specification for a supporting technology-based information system.
By regarding the process of client led information system design as a
collaborative sense making effort, the design process can be regarded as a
learning system, or an appreciative system in Vickers' sense. By employing
the same principles of inquiry throughout the design process and by using
devices that maintain a similar view of any potential action, it is argued
that a sense of coherence can be maintained and this is supported by
experiences from practice.
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Arun Chakrapnani Rao
A Visual Framework for Formal Systems Development Using
Interval Temporal Logic
PhD, May 2002.
[
pdf file ]
This thesis will give an introduction to specification methods
for real-time safety-critical systems including formal
methods. While formal methods offer various benefits for
developing systems and software by virtue of their precise
semantics, their uptake by a wider spectrum of users, including
system and software engineers, is hampered by various drawbacks. The
mathematical notations of formalisms form the main stumbling block
in their comprehension and hence lead to associated accessibility
problems. Visual languages are excellent candidates as a means to
overcome this problem. However, most visual languages lack a
well-defined formal semantics. Hence, the creation of a visual
development suite supporting refinement and abstraction based on a
well-defined formalism has been attempted. The Interval
Temporal Logic (ITL) formalism is described in detail as it forms
the basis for our development method. A study was conducted to see
how visualisation helps in various domains in fostering increased
accessibility of information, language and technology. Identifying
a design rationale, a simple, intuitive and readable visual
language, called VisITL with a well-defined formal semantics
was designed. A supporting visual framework of refinement and
abstraction rules was also devised. Examples are given depicting
the application of these rules to VisITL specifications. Case
studies undertaken to illustrate the use of this visual framework
are described. The VisITL tool demonstrates the realisability of
this approach. Comparisons to related work are made and suggestions
are given for future efforts in this area.
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Mary Lynn Manns
An Investigation into Factors Affecting the Adoption and
Diffusion of Software Patterns in Industry
PhD, May 2002.
[
pdf file ]
This study examines the adoption and dissemination of software
patterns amongst individuals and into organizations. Patterns and
pattern languages are a new contribution to the area of software reuse
and are becoming the tool of a growing community that is attempting to
capture best practices in the software development industry. This
study traces the roots of the patterns philosophy from the work of
C. Alexander in the architectural built environment to the present,
conflicting views of patterns in the software industry. It then
presents a critical assessment of patterns in terms of a structure for
documenting knowledge, a process for using that knowledge, and a
community that is involved in the effort. The research is prompted by
the scarcity of resources for individuals who wish to introduce
patterns into their organizations, and the almost complete lack of
theory concerning patterns use. It is therefore an exploratory study
for the purpose of building theory in this relatively unexplored area.
The study borrows from diffusion of innovation (DOI) theory to build a
theoretical framework proposing fifteen factors that are likely to
influence individual use of patterns, and then utilizes three research
operations, providing both quantitative and qualitative data, to
examine and explain these factors. Findings show that ten of the
fifteen proposed factors appear to have a direct influence on use,
while four more are added as an indirect influence. Analysis of the
findings offers guidelines for industry practitioners who wish to
encourage pattern use in organizations and for researchers who wish to
use this study as a foundation for ongoing research.
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Yang Li
Automating Domain Knowledge Recovery from Legacy Software Code
PhD, June 2002.
[
pdf file ]
This thesis reports the work done in a three-year research
project entitled "System Re-engineering using Artificial
Intelligence (AI)" carried out by the author at De Montfort
University and British Telecommunication plc in the U.K.
The main theme of this thesis is to find a way to automatically
recover domain knowledge from legacy software code, which is a
key step towards program understanding and system re-engineering.
After a brief introduction of major issues covered by this thesis, the
state of the art of the area coined by the author as
"information elicitation from software code", in particular,
the kinds of information that can be elicited from source code
and their corresponding technical solutions are presented.
Based on this, it is found that existing research work on the area of
information elicitation from source code is mainly capable of
extracting information up to structural or algorithmic level
from source code. For the few research work on assigning human
concept to source code, heavy-weight techniques are often used
to automate the process. As a result, these methods are not
capable of dealing with large-scale program understanding tasks
in the real world efficiently. To address this issue, a new
solution is proposed to break down both domain knowledge and
source program into smaller pieces so that the domain knowledge
recovery task can be carried out in smaller scale. In
particular, monolithic domain knowledge is partitioned into
domain knowledge slices; a source program is partitioned into
domain-oriented program modules; domain knowledge slices are
recovered from program modules and recovered domain knowledge
slices are further fused together.
Several new techniques are invented to pave the way towards realising
this approach and make it light-weight. In particular, a
programming-style-based method is proposed to partition a source
program into domain-oriented program modules in a linear time scale;
concept recovery rules are defined to recover concepts from the names
embedded in the source code; heuristics knowledge is used to map the
structural information embedded in the source code to domain
relationships; an uncertainty reasoning mechanism is introduced to
evaluate the belief of a recovered domain concept or a domain
relationship and the authenticity of recovered domain knowledge slices
in the presence of ambiguity; and a social-psychology-motivated method
is invented to enhance the reliability of the authenticity of fused
domain knowledge slices in a dual-way belief propagation process.
A prototype tool for recovering domain knowledge from legacy C
software code and database schemas is then presented, followed by
three case studies giving evaluation on the approach in different aspects.
Finally conclusions are drawn. Original contributions of this research
work to the fields of software maintenance and AI are made explicit
and future opportunities are explored.
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Alexander Zavialov
Distributed Failure Restoration for Asynchronous
Transfer Mode (ATM) Tactical Communication Networks
PhD, Dec 2002.
ATM is an attractive choice for future military communication systems
because it can provide high throughput and support multi-service
applications. Furthermore its use is consistent with the ?off the
shelf? technology policy that is currently operated by the
Defense Engineering Research Agency of Great Britain. However,
ATM has been developed as a civil standard and is designed to
operate in network infra structures with very low failure
rates. In contrast, tactical networks are much less
reliable. Indeed tactical networks operate on the premise that
failures, particularly node failures, are expected. Hence,
efficient, automatic failure restoration schemes are essential if
the network is to remain operational. The main objective of this
research was therefore the specification of one or more new
restoration algorithms that meet the specific requirements of
tactical networks.
The aspects of ATM networks that influence restoration algorithms?
implementation are presented first. In particular, the features
of ATM networks such as the VP/VC concept and OAM mechanisms
that facilitate implementation of efficient restoration
techniques are explained. The unique characteristics of
tactical networks and their impact on restoration are also
presented.
A significant part of the research was the study and evaluation of
existing approaches to failure restoration in civil networks. A
critical analysis of the suitability of these approaches to
tactical environment shows that there is no one restoration
algorithm fully meeting the needs of tactical
networks. Consequently, two restoration algorithms for tactical
ATM networks, DRA-TN and PPR-TN, are proposed and described in
detail. Since the primary concern of restoration in tactical
networks is the recovery of high priority connections, because
these have greater importance, the proposed algorithms attempt to
restore high-priority connections by disrupting low-priority
calls. Also, a number of additional mechanisms are proposed to reduce
the use of bandwidth, which is a scarce resource in tactical
networks.
It is argued next that software simulations is the most appropriate
method to prove the convergence of the proposed algorithms, assess
their performance characteristics, and test them on different network
topologies as well as traffic and failure conditions.
For that reason a simulation software package was designed and built
specifically to model the proposed restoration algorithms. It is
presented in details and the most important implementation issues are
discussed. The proposed restoration algorithms were modelled on three
network topologies under various traffic loads, and their performance
was compared against performance of known algorithms proposed for
civil networks. It is shown that DRA-TN and PPR-TN provide better
restoration of higher priority traffic. Furthermore, as the traffic
load increases the performance of the proposed algorithms increases
compared with the existing algorithms. Two proposed algorithms are
also compared against each other. Due to their different
characteristics they have their own advantages and disadvantages.
Recommendations are given about the applicability of the proposed
algorithms, and some practical implementation issues are
discussed. The number of problems that need further study are
indicated and briefly described.
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Jordan Dimitrov
Developing semantics of Verilog HDL in formal compositional design of mixed
Hardware/Software Systems
PhD, Dec 2002.
[
pdf file ]
The design and analysis of embedded, mixed hardware/software systems,
such as PC cards, application specific hardware, m- and e-commerce
devices, mobile telecommunication infrastructure and associated
software drivers, is hard.
An important issue for correct codesign is the search for a
highly compositional and unifying formal approach that crosses the
hardware/software boundaries and enables us to keep up with the fast
growth in the complexity and variety of electronic devices and their
associated software.
Hardware/software codesign is a relatively new discipline
interconnecting several other fields of research such as Electronics
Engineering and Computer Science with the earliest reference to
codesign dated back to 1992.
In this thesis, I describe an
integrated compositional framework for codesign of mixed
hardware/software systems, together with its underpinning theory of
semantics and refinement.
My work integrates formal methods into the design process and the
focus of the thesis is on refinement from a formal specification into
a formal hardware part and a formal software part.
Central to my methodology is that the synthesis and design start with
a single high-level abstract specification which captures the desired
behaviour(s) of the system. Decisions are then taken through
correctness preserving refinement steps.
I have given formal semantics to Verilog --- a Hardware Description
Language (HDL) conceived in and extensively used by the hardware
industry --- in both denotational (in specification-oriented
style) and operational terms and my work on Verilog enables me
to blend existing and commercially available hardware synthesis tools
and methodologies into my formal framework. This has the benefit of
linking software development with hardware development in an
integrated fashion and therefore span the gap between hardware and
software formally.
The equivalence between the two forms of semantics is proven and a set
of generic refinement laws is presented. A detailed case-study of a
smart card application of the Rivest Shamir Adleman (RSA)
encryption algorithm is provided to evaluate my approach.
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Shikun Zhou
Compositional Framework for the Guided Evolution of
Time-Critical Systems
PhD, Jan 2003.
[
pdf file ]
Most of the time-critical computer systems are special-purpose and
complex, and are typically embedded in larger systems, such as
avionics and robotics control systems.
The engineering of time-critical systems poses significant challenges
to their 'correct' specification, design, development and evolution.
Because of the complexity of time-critical systems, the likehood of
subtle errors is much greater than other computer systems and some of
these errors could have catastrophic consequences such as loss of
life, money, time or damage to the environment. It has been recognised
that the use of formal methods, in the life-cycle of time-critical
systems, is fundamental.
The thesis proposes an approach, based on a formal method (known as
Interval Temporal Logic (ITL)), for engineering time-critical systems,
rapidly, efficiently and above all, correctly. The approach uses an
integrated framework to deal with the life-cycle of time-critical
systems. The proposed framework integrates conventional approaches and
formal technologies for engineering time-critical systems.
Based on this framework, the thesis then focuses on using ITL and its
executable subset, Tempura, for the development and evolution of
time-critical systems development and evolution. An important issue
during this evolution is to manage 'change', as well as to cope with
its propagation. This is called guided evolution in the thesis.
The proposed approach aims to validate and analyse time-critical
system's behaviours of interest, such safety, liveness, as well as
analyse timing behaviours and ensure the correctness of the timing
properties. The validation and analysis are performed at run-time.
The assumption/commitment paradigm has been adopted in the thesis. The
assumption/commitment technique is valuable as a compositional
principle to be used during time-critical systems development and
evolution. Behavioural properties expressed in ITL can be validated
and tested compositionally. The framework presented in the thesis is
language independent.
The proposed approach can deal with both sequential and parallel time
critical systems. This is a particular challenging research area
because within such a system the functional behaviour and
non-functional timing requirements are combined, implicit and can be
difficult to validate and analyse.
A prototype tool is developed for three purposes: to test the
approach, to speed and to scale up time-critical systems development
and evolution based on the proposed approach. Two case studies,
including a post office letter sorting system and an assembly line
control system, are used for experiments with the approach and the
prototype tool.
Conclusion is drawn based on analysis of experiments, which shows that
the proposed approach is feasible and promising in its domain. Further
research directions are also discussed.
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Mohammed Abuhelgha
Mining Legacy Systems For Reusable Components
MPhil, Feb 2003.
The goal of software component development in general, and
component-based reengineering in particular, is to develop a set of
reusable software components that satisfy particular asset
specifications. In our proposed mining method the work focuses on the
process of identifying, extracting and developing the components
through "reuse-based" reengineering of legacy artefacts. The processes
employed emphasise good software engineering practices and principles
such as separation of concerns and observe general guidelines for
reusability and quality. Generally, a component is anything that can
be composed; we select our definition of a software component that is
suitable to our domain of work. Our reengineering approach in mining
is being done in a more reuse-based manner, to improve the reusability
(and quality, maintainability, etc.) of the legacy components so that
they apply not only to a single new system, but also to a variety of
other potential systems. This approach often involves substantial
restructuring of the legacy system for code understanding and
acquiring domain knowledge.
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Doris Ressmann
Performance Monitoring in Service-Based Computing
PhD: June 2003.
[
pdf file ]
Service-based computing is a new computing paradigm where
computing is seen as a utility, similar to gas, electricity, etc. An
application is not physically shipped to the customer but made
available for remote usage. A service-based application consists of
services executed from all over the world on the machines where they
are installed. This brings a number of design problems into being
compared to traditional local execution. This thesis addresses some of
these including naming, searching, accounting, binding different
services to form new services and finally guaranteeing the quality of
service a user would expect, whereby the focus is set on performance
monitoring in such a large scale global distributed system. It is an
important requirement for Quality of Service (QoS). Since the
distribution of services is supposed to be transparent from the user,
any kind of delay in the interaction of these services needs to be
kept to a minimum. To achieve a control of these interactions the
performance needs to be monitored and in case of under-performing a
reconfiguration needs to be triggered. Three different architectures
for performance monitoring have been designed, whereby the difference
between these architectures is the location of the performance monitor
within the distributed system. Each of these is able to detect and
reconfigure hardware failures and delay in the execution. A hardware
failure means a complete shut down of either a network connection or a
machine where services are being executed. A delay on the other hand,
results in the application not being able to terminate within the time
that the user has originally agreed with the service provider.
The algorithms discussed in this thesis estimate the start and end
times of application parts running on an heterogeneous Network Of
Workstations (NOW) taking into account that the executing machines are
slowing down with the increasing load of parallel tasks. Additionally
to the estimated execution times information about instructions during
which two application parts share same resources are stored. This
information is then used to optimise the distribution of the
application parts using a dynamic algorithm which has similarities to
Ant Colony Optimization algorithms (ACO-algorithms) and is also
described in this thesis.
Finally a Grid Performance Software (GriPS) has been designed,
developed and tested. It is written in Java and has been used to
create experimental results to compare and analyse the different
performance monitoring architectures. GriPS simulates a large global
distributed system by using connection data collected from CAIDA's
skitter initiative. Within the simulation there exist actually
three different distributed systems. One for the application itself,
one for the performance monitoring within the models, additionally the
location broker can be located on a different machine as well.
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Ali Arsanjani
Grammar-Oriented Object Design: Towards Dynamically Reconfigurable
Business and Software Architecture For On-demand Computing
PhD: December 2003.
[
pdf file ]
Grammar-oriented Object Design was shown to be a potent combination of
extending methods, incorporating DSLs from a given business domain
(BDSLs) and Variation-oriented Design in order to provide a seamless
transition from business models to component-based software
architectures. GOOD starts by extending current object modeling
techniques to include the discovery and explicit modeling of higher
levels of reuse, starting from subsystems, defining their manners
using a domain-specific business language, i.e., using use-case
grammars, that describe the rules governing the creation, dynamic
configuration and collaboration of large-grained,
business-process-scale, adaptive software components with pluggable
behavior, through the application of architectural patterns and
representation of component manners in the BDSL. This presents immense
potential for applications in the domains of grid services, services
on demand and a utility-based model of computing where a business need
initiates the convergence of application components based on/from the
manners of services they provide and require.
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Nilesh M Sampat
Stakeholder Negotiations in Component Based Development
PhD: June 2004.
[
pdf file ]
In terms of technology Component Based Development (CBD) is a
reality. A number of Component Execution Environments such as J2EE,
.NET and the CORBA Component Model are well established and industry
surveys report increasing engagement in CBD. However, the software
crisis that CBD was envisaged to resolve is still with
us. Components appear to have increased software development
productivity but not necessarily quality in terms of fitness for
purpose.
This thesis asserts that the impressive research to date on components
has been almost wholly focused on technical concerns without the
issues of ensuring that components are usefully deployed being
addressed.
It presents a preliminary research model, called the K-Mediator
Framework, which rests on the notion of three generic stakeholders
(Business User, Application Developer, and Component Developer) their
different viewpoints and, importantly, their different areas of
expertise. It proposes that `three plus one' types of knowledge are
required to give rational support to the build versus buy versus reuse
decisions of component provisioning. These types of knowledge are
encapsulated in the decision-making framework for stakeholder
negotiation.
Finally, the thesis describes a K-Mediator tool and its use in a
case-based experiment using an established CBD framework to validate
the preliminary model and lay the groundwork for future research in
this critical area.
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Huiling Chen
Automating Data Mining for Developing an Event Prediction System
MPhil: October 2004.
Automated data mining and modelling software gives marketing managers a tool
to perform analyses that otherwise would need to be handled by a highly
trained researcher. This is accomplished by establishing a predetermined
analysis methodology. An algorithm is developed that attempts to reflect the
step by step decision making process that a trained data miner would follow.
At each step in the process, preset criteria are used to select analysis
options.
Traditionally in data mining and modelling, there are many parts of the
process that cannot be automated, including accessing a data set,
transforming the data set into desired format, quality checking and
preparing the data for analysis, evaluating a methodology to match the
research or business problem, and interpreting and presenting the results.
This thesis provides a specification of the implementation of the automation
approach in data mining and modelling. This framework presents following
techniques:
- The approach of streamlined controls for data extraction, cleansing
and transformation, giving data miners the flexibility to access the data
sets whenever they want, and go back and restructure data to accommodate the
research or business problems at hand.
- The proposal of an integrated suite of advanced models and
algorithms, including clustering, decision trees, neural networks, memory
based reasoning, linear and logistic regression and associations, offering
people with certain analytical depth.
- The capability of integrated assessment providing a common platform
for comparing different modelling techniques in research or business terms
and for testing the predictive strength of the models to determine which is
the most applicable to the data sets.
- The design of an intuitive graphical user interface helping the
researchers to navigate easily through the data mining process and to view
the report of data analysis results.
The proposed framework in this thesis consists of integrated procedures of
automatic data mining process and analysis. A software tool FEPS (Future
Event Prediction Solution) is implemented by using Visual studio .NET to
demonstrate the features of the framework. A case study is finally applied
to the framework to verify its performance and accuracy in terms of future
event prediction.
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Qin Xu
Application of A Combined Software Engineering And Reengineering Model in
Development of A Conservation Management System
MPhil: October 2004.
Software engineering has evolved into a relatively mature engineering
subject over the last 20 years. It has changed software development from a
haphazard to a more disciplined approach. There are many different software
engineering models available, almost all of them, however, are based on
experiences of large corporations and require substantial resources and many
qualified software engineers.
In comparison to large corporations, small organisations are more likely to
change or modify business processes to survive; hence the need for frequent
and rapid updates or revisions of the organisations' core software. Yet
software engineering in small organisations are often faced with financial
restrains and shortage of experienced engineers.
A modified software engineering model is proposed in this study. The
proposed model combines a conventional linear software engineering process
with a cyclic software reengineering process, in particular the inclusion of
an inventory analysis in routine software engineering process. The
inventory analysis assists routing of engineering process into
reengineering. It is believed that this extra step will be cost-effective
in the long-term, since it offers the opportunity to utilise existing
systems in an organisation. The proposed model is applied to produce a
wildlife management system for a small organisation, the Northants Forest
District.
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Maria Joy Kavanagh
Foci and Centres in the Design and Use of Pattern Languages
PhD: May 2005.
The disciplines of software development have been using patterns since
at least 1994, and more recently the Patterns Movement has become
interested in the idea of generative pattern languages as espoused by
the radical architect Christopher Alexander. However, pattern
languages in the software domain do not work. One possible explanation
is that the history and use of patterns and pattern languages has
caused the software development community to be blind to some
fundamental properties of pattern languages.
This research study therefore re-examines pattern 'theory', and
explores its applicability to software development. Patterns present a
general solution to a recurring problem, adapted to fit the problem's
context and forces. Generic solutions can be found to solve common
problems in the design field, which can then be written down in a
usable form so that hard-won lessons can be readily applied by
practitioners. Generative pattern languages are systems of patterns
which, when applied in a certain order, generate successful,
integrated systems or solutions. The study answers the questions of
whether generative pattern languages for the software domain are
feasible, and what are the structural features of pattern languages
that are required for them to be usable by non-experts. An example
pattern language for modelling business processes, called APPLE, is
developed as proof of concept.
The thesis which follows describes a successful piece of independent
research which began with the aim of developing a usable pattern
language for business process modelling, but in the process of which
discovered some more general principles which will be of significant
interest to the software development community. The study used both
quantitative and qualitative research methods to provide preliminary
validation of its findings. As such, it has added to our store of
knowledge in a number of ways. Substantial contributions to knowledge
have been made, and new areas for further research have been opened
up. These contributions to knowledge include:
The establishment of the key notion of the 'focus' - the subjective
lens through which designers perceive the problems they need to solve
and its application to the design, as well as the use of, pattern
languages The first systematic application to date of Christopher
Alexander's notion of centres and patterns as rules for creating
centres to the software development domain A clarification of the
theory of pattern languages in regard to sequences. The study
establishes clearly, for the first time, that the choice of the
sequences of patterns to be used in construction are constrained by
the centres identified in the system being built A candidate
generative process pattern language called APPLE (A (business) Process
Pattern LanguagE) which already includes 48 patterns
These novel contributions, together with a number of suggestions for
concrete lines of research, are now placed in the public domain to be
freely assessed and, hopefully, built upon by other researchers. It
has been shown that a pattern language for business processes is
feasible (and indeed, a reasonable start has been made in mining such
a language) and that it can be made usable. A small contribution has
thus been made to the rather larger problem of how to bridge the gap
between models of business processes and models of software solutions,
by reusing the hard-won gains of experts in the field. While the study
could not possibly hope to resolve this fundamental problem of
Computer Science and Software Engineering, it has achieved all of its
stated goals, and a good deal more, that were set within its scope
boundaries.
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Hua Zhou
A Notion of A System Pattern (Tri-Integration) and its
Instantiation in Enterprise Application Development
PhD: July 2005.
Developing software still needs research. Broadly, there are two
approaches to software development: masterplan and piecemeal growth.
This thesis investigates how a system pattern can help software
development according to a piecemeal growth approach.
A new concept for software development, a system pattern, is proposed
firstly. It describes a particular recurring system development problem
that arises in specific application contexts, and presents a well-proven
generic framework for its solution. The solution framework is specified
by describing its constituent components, their responsibilities and
relationships, the ways in which they collaborate and the approach of
construction.
Secondly, a unified pattern is defined as a system pattern,
Tri-Integration pattern, to build an integrated, secure and expandable
network application system. The pattern has three elements: Service,
Component and Data. It presents a system-level solution through services
integration, components integration and data integration. Services
integration represents a mechanism that can integrate various services
into one application system; components integration supports the
development and deployment of application components using well-designed
construction methods; data integration can compose all separate data in
a resources repository that may be distributed between different
machines.
Thirdly, several instantiations of the Tri-Integration pattern are
provided. Through comparison with typical existing systems, it proves
that the design of a Tri-Integration pattern is successful and that the
application systems based on the pattern are effective and applicable.
It is concluded that the system pattern can assist software development,
especially helping to support the development of complex, large-scale
systems and also supporting effective industrial software production,
and promises to be effective in the integration of application systems.
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Francois Siewe
A Compositional Framework for the Development of
Secure Access Control Systems
PhD: August 2005.
[
pdf file ]
Security requirements deal with the protection of assets against
unauthorised access (disclosure or modification) and their
availability to authorised users. Traditionally, security
concerns are considered as an add-on to be implemented at a
later stage of system development. Nowadays, it is well
understood that adopting such belief can be difficult and
error-prone.
Therefore security must be considered as an integral part of
the system requirements right from the early stages of the
system development life cycle.
In this thesis, we develop a unified compositional formal framework
for the specification of the functional, temporal and security
requirements of systems. The framework uses a single formalism,
Interval Temporal Logic (ITL in short), for expressing the
three types of requirements and for reasoning about them in a
uniform manner. This provides an effective way of integrating
security concerns into the system requirements and to address
them early (high level specifications) in the system
development process so that security holes can be detected and
fixed timely.
We propose a language for expressing access control policies and their
composition. Especially, a set of operators is defined for
expressing policies that can change dynamically in response to
time or events. The resulting model provides a high
flexibility to support the specification of several protection
requirements that cannot be expressed in traditional access
control models. We investigate the algebraic properties of the
operators and develop sound algebraic laws for the comparison
and the refinement of security policies.
We take the view that a system is developed starting from a high level
specification and transformed by a sequence of correctness
preserving refinement steps down to a low level
implementation. The low level system must implement a mechanism
for enforcing security policies. In this respect, we develop a
computational model, Secure Action System (SAS), that allows the
enforcement of dynamically changing security policies. It is an
extension of the traditional action system paradigm to cater for
security. SASs can be composed into a large system. We propose a
rich set of sound compositional rules for the design and
verification of SASs.
We develop a tool, SPAT, to animate security policy
specifications and to analyse them. We evaluate our approach with a
detailed case-study of a secure exam system and the formalisation of
the British Medical Association's security policy for Electronic
Patient Records (EPRs).
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Monika Solanki
A Compositional
Framework for the Specification, Verification and Runtime
Validation of Reactive Web Services
PhD: November 2005.
[
pdf file ]
The Specification and validation/verification of behavioural
properties has remained one of the most widely researched themes in
the domain of Web services. Current efforts however consider only
"static" aspects of service behaviours. XML-based
standards/Ontologies for services are limited to specifying interface
predicates as precondition, effect or postcondition. These properties
do not support specification of "ongoing behaviour" which is as
important as the initial/final state properties, especially in the
context of reactive Web services. Secondly, the development of most
specification languages is based on an informal model of computation.
The semantics are buried in the execution engines which are bundled
with the languages. Further, most of the research in the area of
validation/verification has been directed towards design time model
checking of services. Little attention has been paid to asserting
useful properties about service composition at runtime.
In this thesis, we propose an architecture based on a
"Compositional" approach, for the specification, verification and
runtime validation of reactive services and their composition. We
present a sound computational model and a wide spectrum language,
Abstract Service Design Language (ASDL), with well defined
semantics in terms of our underlying logical framework, for designing
service oriented systems. Fundamental to our approach is the notion of
Compositionality. To achieve this, we augment Web service
specifications with properties called assumption and
commitment. We show how runtime validation of service
composition can be achieved using an interpreter for, Tempura, an
executable subset of Interval Temporal Logic (ITL). Finally we
present "TeSCO-S": Temporal SemantiCs for
OWL enabled Services, a framework along with tool support for
enriching Web service interface specifications, described as OWL
ontologies with the temporal assertions of assumption and
commitment.
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Bing Qiao
Evolution of Web-based Systems in Model Driven Architecture
PhD: December 2005.
[
pdf file ]
The complexity and size of commercial Web-based systems present a
grand challenge to the traditional methodology of software evolution.
However, compared to the huge advance of software development
technology over the last two decades, the progress of software
evolution research and practice, especially for Web-based systems, is
still very limited.
Modern software development is built on a number of principles,
paradigms, and tools. Those building blocks provide a standard,
flexible and integrated way to develop and deliver a definite product.
From programming language to operating system, from Integrated
Development Environment (IDE) to software process model, many
alternatives can coexist and be regarded as "standards" due to their
popularity or authority. To build a commercial web application, it is
completely up to the development team to choose the operating system,
programming language, IDE and development process. Thanks to standards
built on techniques such as XML and UML, those building blocks could
be integrated seamlessly and flexibly no matter how or by whom they
were created. Finally, regardless of the technology adopted for
development, the product of any software development should be always
a working system, an instantiation of the requirement specification.
However, when it comes to software evolution, there is no standard,
flexible and integrated way to evolve and deliver a definite product.
The booming development of Web related technologies only complicates
the situation. This research presents a unified solution to Web-based
system evolution, which consists of three components: Web-based
systems understanding, Web-based systems representation and evolvable
Web Application Framework:
- Web-based systems understanding. A successful evolution of a legacy
system relies on an appropriate understanding of its functionality,
context and architecture. Traditionally software reverse engineering
techniques, ether formal or cognitive, have been used for this
purpose. This research presents a unified method for understanding
Web-based systems, where a formal method and a data mining technique
are developed to decipher program logic and the relationships between
different components.
- Web-based systems representation. The information hidden in
Web-based systems can be divided into five categories: source code of
control logic, source code of presentation logic, configuration
information, input/output files and data model. Each category of the
information has its value in evolving the related Web-based system.
While source code and configuration files are vital for understanding
the whole system, the input/output files and data model determine the
flexibility for maintenance and future development. To effectively
manipulate the information hidden in Web-based systems,
representations for each of those categories are defined in this
research.
- Evolvable Web Application Framework. Web-based systems are built
upon a certain software infrastructure. An infrastructure provides
services such as resource pooling, thread management, service lookup
and data access layer. This research will look at existing frameworks
and develop an alternative infrastructure that we believe is essential
to successful evolution of Web-based systems.
Case studies will be given to evaluate the proposed solution in
different aspects. Conclusion is drawn based on analysis, which
verifies the feasibility of the proposed solution. Further research
areas are also discussed.
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Richard Millham
Evolution of
Batch-Oriented COBOL Systems into Object-Oriented Systems through
Unified Modelling Language
PhD: Feb 2005.
[
pdf file ]
Throughout the world, there are many legacy systems that fulfil
critical business functions but often require new functionality to
comply with new business rules or require redeployment to another
platform. Legacy systems vary tremendously in size, functionality,
type (such as batch-oriented or real-time), programming language
source code, and many other factors. Furthermore, many of these legacy
systems have missing or obsolete documentation which makes it
difficult for developers to re-develop the system to meet any new
functionality. Moreover, the high cost of whole scale redevelopment
and high switchover costs preclude any replacement systems for these
legacy systems. Reengineering is often proposed as a solution to this
dilemma of high re-development and switchover costs.
However, reengineering a legacy system often entails restructuring and
re-documenting a system. Once these restructuring and re-documentation
processes have been completed, the developers are better able to
redevelop the parts of the systems that are required to meet any new
functionality. This thesis introduces a number of methods to
restructure a procedurally-structured, batch-oriented COBOL system
into an object-oriented, event-driven system through the use of an
intermediate mathematical language, the Wide Spectrum Language (WSL),
using system source code as the only documentation artefact. This
restructuring process is accomplished through the application of
several algorithms of object identification, independent task
evaluation, and event identification that are provided in the
thesis. Once these transformations are complete, method(s) are
specified to extract a series of UML diagrams from this code in order
to provide documentation of this system. This thesis outlines which of
the UML diagrams, as specified in the UML Specifications version 1.5,
can be extracted using the specified methods and under what conditions
this extraction, using system source code only, can occur in a
batch-oriented system. These UML diagrams are first expressed through
a WSL-UML notation; a notation which follows the semantics and
structure of UML Specifications version 1.5 in order to ensure
compatibility with UML but is written as an extension of WSL in order
to enable WSL to represent abstract modelling concepts and
diagrams. This WSL-UML notation is then imported into a visual UML
diagramming tool for the generation of UML diagrams to represent this
system.
The variety of legacy systems precludes any universal approach to
reengineering. Even if a legacy system shares a common programming
language, such as COBOL, the large number of COBOL constructs and the
huge number of possible dialects prevents any universal translator of
the original program code to another. It is hoped that by focusing on
one particular type of legacy system with constraints, in this case a
batch-oriented COBOL system with its source code its only surviving
artefact, and by providing validated algorithms to restructure and
re-document these legacy systems in the Unified Modelling Language, an
industry system modelling standard, and by determining which of these
Unified Modelling Language can be extracted practically from such a
system, some of the parameters and uncertainties, such as program
understanding of an undocumented system, in reengineering this type of
system can be reduced.
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Jinli Luo
Development of a Microarray Data Management System with Customised Performance and Usability Using Active Server Page Technology
MPhil: June 2005.
Microarray technology has provided researchers with a tool to analyse
the expression of thousand of genes simultaneously. The
consequence of deploying such technology is to produce a huge
amount of data, which needs to be stored and analysed. There are
many microarray related database applications for holding the
gene expression data. Some microarray databases are generic and
some are targeted at more specific areas of research.
Toxicogenomics is the result of the integration of toxicology and
genomics and therefore a database for toxicogenomics will have
specific requirements. While the generic microarray databases are
useful, especially for the public repository, there are always
specific requirements for what the microarray experiment data
needs to be recorded and how to be recorded in different areas of
research.
The aim of this study was to develop a microarray database management
system to meet the needs of local microarray laboratory at MRC
Toxicology Unit. As more and more information has been produced
by local researchers, a database was required to store the
information and allow easy retrieval on demand. A Toxicology
MicroArray Database (TOXMAD) management system has been designed
to host microarray experiment related information. Database
design was based on BioArray Software Environment (BASE) schema
adapted Minimum Information About a Microarray Experiment (MIAME)
recommendation, its aim is to have well annotated data and
therefore enable the experiment to be analysed or reanalysed at
later date. It will also help to transfer data from the local
database to republic repositories.
A Web-based system - Toxicology Microarray Database on Web
(TMDW) with three-tier client server architecture which includes
user interface, application server and database as backend, has
been developed based on the techniques from this study. It also
acts as a LIMS (Laboratory Information Management System) to
enable users to manage and track their project, experiment,
sample and array etc. from microarray experiments. Active Server
Page (ASP) technology with its underlying techniques and Internet
Information Server (IIS) as Web server are used to develop TMDW.
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Nikolay Abramov
Modelling of Unsteady Aerodynamic Characteristics for Aircraft Dynamics Applications at High Incidence Flight
PhD: Sept 2005.
[
pdf file ]
A traditional representation of aerodynamic characteristics based on
the concept of aerodynamic derivatives fails to be accurate at
high angles of attack due to significant dynamic effects
generated from separated and vortical flow. As the possibility of
performing controlled flight at high angles of attack has already
become a common requirement for modern combat aircraft, the
problem of an adequate model for aerodynamic loads at high
incidences is the issue of the day.
This thesis presents a phenomenological approach to modeling of
unsteady aerodynamics characteristics of high angles of
attack. In this approach aerodynamic characteristics are
considered as a combination of two components having different
characteristic time scales which describe the contribution to
the total aerodynamic load from the different flow
structures. It is assumed that all dynamic properties of the
flow are amassed in the slow component. To describe its
behavior specially designed nonlinear differential equations
are used. Depending on the parameters, this model can reproduce
both "weak" and "strong" nonlinear effects including static
hysteresis. A special idenitification technique has been
developed for the estimation of the model parameters using
dynamic wind tunnel test data.
To verify the propsed technique, mathematical models of unsteady
aerodynamic loads of a 65 degree delta wing and a high aspect
ratio rectangular wing which has hysteresis in the static
dependence of its normal force have been developed. These
models demonstrate good qantitive and qualitative coincidence
with the experimental data.
The limitations of a conventional aerodynamic model based on the aero
dynamical derivatives concept are analyzed considering the
longitudinal motion of a hypothetical aircraft with the 65 degree
delta wing and thrust vectoring control. A dynamic unsteady
aerodynamic model approximating the vortical and separated floe time
lag effects is considered along with the conventional aerodynamic
model and their impact on aircraft dynamics and control law design is
discussed.
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Xu Zhou
A Data Mining System based on Auto Online Data Collection and XML Database
MPhil: Sept 2005.
The topic work of this thesis is an approach to online data collection
and construction of a database to support a data mining system.
Data mining is also called KDD (Knowledge discovery in Database) It is
at the intersection of multiple research areas including
Machine Learning, Statistics, Pattern Recognition, Databases,
and Visualisation. From the literal meaning it can be seen that
data is the source of needed knowledge, so obtaining the
necessary data is an important part of the data mining
process.
The internet is an abundant data depository, where data produced by
some organisations or companies are published on websites and
are open to the public. These data items exist in multifarious
forms (including HTML, XLS, XML, etc). A data mining system
cannot operate upon them directly; it needs data stored in a
unique store.
At the moment, there is a lack of a powerful tool which can convert
the online data into a standard database for a data mining
system. XML is a new standard for data exchange over the
network. The core work of this thesis is contributing research
which tries to give user the biggest convenience to
automatically build an XML database. Finally a software tool
was designed, and the functions that this tool provide include
accessing the website and using relevant to download the data,
automatically recognize the type of data file and read the data
file, extract the useful parts and transfer the data into XML
documents and build an XML based database and predict the risk
of enterprise loan approval.
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Alexei Arshinov
Building High-Performance Web-Caching Servers
PhD: Sept 2005.
World-Wide Web is one of the primary applications of Internet
today. Web-caches can decrease bandwidth consumed by HTTP traffic
and improve user experience decreasing Web object retrieval
latencies. Transparent web-caches can be used by organisations to
intercept and cache all HTTP traffic without significant
administrative expenses and therefore minimize traffic costs and
improve filtering and monitoring capabilities. Internet Service
Providers use en-route transparent Web-caching on their backbone
communication links to decrease amount of HTTP traffic, which
currently represents a major part of overall traffic. Web-caches
are used in content delivery Networks to push content closer to
end user, greatly improving latencies of object retrieval and
reducing overall internet traffic, at the same time offloading
original Web-server. Web-caches are used in accelerator mode in
high volume websites, decreasing overall cost of the web site
and/or improving its scalability and performance. Though
web-caches are often invisible at first glance, modern internet
in the form we see it today would probably not be possible
without wide deployment of Web-caching technology.
Deployment of Web-caching technology gives immediate effect:
performance of properly designed web-caching system can be
improved step by step as needed.
In this thesis a particular implementation of web-caching cluster is
proposed which is capable of handling 500Mbps of HTTP traffic
at the cost less than $20000 using cheap PC hardware, high
quality open source software. As shown below proposed solution
has a number of advantages to other methods of solving
web-cache scalability problems.
First, the proposed cluster scheme is designed from very beginning to
take into account the properties and characteristics of
web-caching application as distinct from universal approach to
clustering. One of the most important differences between cached
content and, say, database records is the fact that cached data can be
discarded at any moment and this will not have any grave consequences
in contrast to lost database records.
Second, proposed approach to cluster building does not require any
additional hardware changes to application web-caching software or
changes to operating system. Proposed cluster architecture is entirely
software based.
Third, this particular implementation of cluster uses transparent
web-caches (therefore any configuration at users side is not needed),
and cluster control software is easy to install and operate, require
only minimal effort from network administrator, at the same time
providing good performance, excellent scalability and automatic fault
detection and failover capabilities
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Max Demenkov
Geometric Algorithms for Input Constrained Systems with Application to Flight Control
PhD: Mar 2006.
[
pdf file ]
In this thesis novel numerical algorithms are developed to solve some
problems of analysis and control design for input constrained linear
dynamical systems. Although the obtained results are of a general nature,
all the considered problems are induced by flight control applications.
Moreover, all these problems are stated in terms of geometry, and because of
this their solution in the thesis was effectively achieved by
geometrically-orientated methods.
More specifically, during the solution of the problems mentioned above we
consider modern geometric optimality criterion. We either maximize the size
of some set in Euclidean n-dimensional space, or we have to somehow estimate
its size. Considering this optimality criteria, we apply operations on
polytopes, boundary points location, etc. to solve the problems. The thesis
therefore might be considered as an intersection between flight control and
computational geometry fields.
For validation of the developed algorithms we perform simulation of the
original system on the grid of state-space points, investigating some
realistic and publicly available mathematical models. The problem of
controllability region computation and constraint stabilization of unstable
aircraft dynamics have been addressed. Special MATLAB toolset has been
developed.
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Antonio Canales Rivas
Network management using Active Networks
PhD: 2005.
[
pdf file ]
The main goal of network management systems is to ensure the quality
of the services that networked elements provide. The management
of a network involves co-ordinating and responding to alarms,
performance indicators, traffic and accounting statistics and
various other pieces of information which are needed to keep the
network operating efficiently. The current network management
systems suffers from the difficulty of integrating new
technologies and standards into the shared network
infrastructure, poor performance and complexity in accommodating
new services in the existing architectural model. Active networks
represent a new approach to network architecture. Active networks
visualise the network as a collection of active nodes that can
perform any computations, and a collection of active packets that
carry code and are indeed programs. Active Networks will provide
that the functions of the network nodes will not be longer be
rigidly built-in by vendors who must follow designs dictated by
slow and intractable standards committees. Also, network
integrity will not be vulnerable against various ad hoc
approaches toward network programming, as is the case today. This
thesis will present the application of Active Networks technology
as a solution to the current network management problems.
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Jianzhi Li
A Novel Approach to Evolving Legacy Software Systems into a Grid Computing Environment
PhD: Feb. 2007.
[
pdf file ]
Grid computing is a new technology for the intent of sharing
distributed resources and coordinated problem solving. On the
other hand, legacy software systems can not be simply discarded
as they are critical to business they support and because they
encapsulate a great deal of knowledge and expertise about the
applications. This research proposes an approach for evolving
legacy software systems into Grid environment. The aim of this
approach is to use legacy systems into Grid environment which
enables the integration of legacy resources with Grid across
distributed, dynamic environment and communities.
The methodology consists of multiple phases, include: using reverse
engineering techniques to comprehend and decompose legacy system,
employing AST, DTD and XSLT to transform and represent legacy
system by XML as Grid components, and integrating these Grid
components into Grid service environments. Also, the proposed
approach is extended to the semantic Grid environment to carry
out the initial step of the semantic Grid oriented legacy system
evolution. As last, a legacy bank system case study is given. The
purpose of this case study is to demonstrate that the proposed
approach has the ability to evolve legacy systems into Grid
service environments.
Different from related work, the approach proposed in this thesis
provide an unified framework for Grid oriented legacy software
system evolution. Through this research experience, it is argued
that the detailed component mining approach needs to be tailored
according to the features of a particular legacy system, and the
legacy system evolution can assist Grid application
development. The proposed approach is powerful for utilising
reusable legacy resources into Grid environment to build Grid
applications across distributed, dynamic environment and service
oriented architecture communities.
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Helge Janicke
The Development of Secure Multi-Agent Systems
PhD: Mar. 2007.
[
pdf file ]
Security requirements must be addressed early and throughout the
development of the system. They cannot be left to a late stage in the
development process, as otherwise functional design-decisions may
undermine security requirements. Honouring this principle we developed
the SANTA framework which integrates the specification of
security, functional and temporal
requirements of Multi-Agent Systems (MAS) within a unifying and formal
framework.
The specification and implementation of MAS is supported by the SANTA
Wide-Spectrum Language (SANTA-WSL). SANTA-WSL allows for the
expression of specifications and their implementations within the same
language. The specification-oriented semantics of SANTA-WSL is given
in Interval Temporal Logic (ITL), that is the formal foundation of all
components in the framework. A formal foundation is key to the
certification of MAS deployed in security critical
environments where a breach in security may result in
serious harm to people, equipment or missions.
A SANTA-WSL specification comprises agents, objects,
policies and enforcement mechanisms. Agents are
active entities in the system; objects represent passive resources;
policies express security requirements; and enforcement mechanisms
define the effect of a policy on the execution.
Policies can change dynamically according to time or events and can
express
history-dependent constraints. They are compositional, that is
policies can be composed out of small, easier to comprehend components
along a temporal and structural axis.
We show the advantages of policy composition for the specification and
enforcement of policies. Compositionality is also important for
verification, as properties of the overall policy can be inferred from
the properties of its components. We show how abstract policy and
enforcement specifications can be refined into concrete and
implementable enforcement code that guarantees the compliance with
original specification. On one hand policies depend on the history of
the system's execution, on the other hand the execution of the
system depend on the outcome of policy decisions. By addressing
security, functional and temporal requirements in a unifying framework
we are able to formalise and study their interactions.
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Frederick V. Ramsey
A General Algebra of Business Rules for Heterogeneous Systems
PhD: Mar. 2007.
Rules give structure to knowledge. Programs use rules to dictate or
constrain specific decisions or actions. Rules are incorporated
into these programs based on either the experiences or
expectations of the organization or a subset of knowledgeable
individuals, so that all users are guided by the same knowledge
and constrained to identical behaviors. Because rules are
tested, revised, and updated continuously, they represent a
substantial and valuable intellectual asset. Unfortunately, rule
revisions are often made only within the program code. When it
becomes necessary to re-engineer these systems, these valuable
rules are frequently not reused because the legacy code is the
only valid source of these rules, and their extraction is thought
to be too difficult, especially if this involves rule recovery
from complex systems employing multiple programs in multiple
languages.
To address this problem, a formal rule model and rule algebra are
developed to allow the extraction, analysis, and manipulation of
rules from a diversity of specifications, languages, programming
paradigms, and system representations. Using Interval Temporal
Logic (ITL), a rule is defined formally as a conjunctive
relationship between a state sequence and a future state
sequence. Using this formal rule model, a rule algebra is
developed that describes the set of operations that can be
applied to compose, decompose, or transform rules. Various
compositional paradigms are demonstrated with this rule algebra.
Using these compositional paradigms, rule-based representations
of typical legacy code structures are developed. Using this rule
algebra, rules are extracted from a diverse group of rule-based
systems. Based on this rule algebra, the application of
statecharts to legacy code analysis is demonstrated. The rule
algebra is applied to the forward engineering of rule-based
systems. This rule algebra is demonstrated to be a robust,
flexible, and expressive tool for the analysis and manipulation
of rules and rule-based systems.
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Feng Chen
Model Driven Software Modernisation
PhD: June 2007.
Constant innovation of information technology and ever-changing market
requirements relegate more and more existing software to legacy
status. Generating software through reusing legacy systems has
been a primary solution and software re-engineering has the
potential to improve software productivity and quality across the
entire software life cycle. The classical re-engineering
technology starts at the level of program source code which is
the most or only reliable information on a legacy system. The
program specification derived from legacy source code will then
facilitate the migration of legacy systems in the subsequent
forward engineering steps. A recent research trend in
re-engineering area carries this idea further and moves into
model driven perspective that the specification is presented with
models.
The thesis focuses on engaging model technology to modernise legacy
systems. A unified approach, REMOST (Re-Engineering through MOdel
conStruction and Transformation), is proposed in the context of
Model Driven Architecture (MDA). The theoretical foundation is
the construction of a WSL-based Modelling Language, known as WML,
which is an extension of WSL (Wide Spectrum Language). WML is
defined to provide a spectrum of models for the system
re-engineering, including Common Modelling Language (CML),
Architecture Description Language (ADL) and Domain Specific
Modelling Language (DSML). MetaWML is designed for model
transformation, providing query facilities, action primitives and
metrics functions. A set of transformation rules are defined in
MetaWML to conduct system abstraction and refactoring. Model
transformation for unifying WML and UML is also provided, which
can bridge the legacy systems to MDA. The architecture and
working flow of the REMOST approach are proposed and a prototype
tool environment is developed for testing the approach. A number
of case studies are used for experiments with the approach and
the prototype tool, which show that the proposed approach is
feasible and promising in its domain. Conclusion is drawn based
on analysis and further research directions are also discussed.
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Tong Li
An Approach to Modelling and Describing Software Evolution Processes
PhD: May 2007.
[
pdf file ]
The importance and popularity of software evolution increase as more and
more successful software systems become legacy systems. On the one hand,
software evolution has become an important characteristic in the software
life cycle. On the other hand, software processes play an important role in
increasing efficiency and quality of software evolution. Therefore, the
software evolution process, the inter-discipline of software process and
software evolution, becomes a key area in software engineering. A
well-managed software evolution process can effectively support a successful
software evolution; however, a poor software evolution process will lead to
the failure of the corresponding software evolution.
This thesis aims to model and describe formal software processes that
effectively support software evolution. For this purpose, progress has been
made in five main aspects:
Firstly, five important properties of software evolution processes are
analysed. It is indicated that iteration, concurrency, interleaving of
continuous and discontinuous change, feedback-driven systems and multi-level
frameworks play important roles in software evolution processes.
Secondly, a Petri Net is extended with object-oriented technology and Hoare
Logic. Based on the extended Petri Net and according to the preceding
properties, a formal evolution process meta-model (EPMM for short) is
proposed. EPMM can define software evolution process models (EPMs for short)
with a four-level framework and can embody some important properties, such
as iteration, concurrency, interleaving of continuous and discontinuous
change and feedback-driven systems.
Thirdly, based on EPMM, an object-based evolution process description
language EPDL is designed. It is more detailed and easier to implement in
computers than EPMM.
Fourthly, based on EPMM, the framework of software evolution processes is
discussed. According to the framework, a semi-formal approach to modelling
and describing software evolution processes is proposed. The approach is
used to design software evolution processes at the global level (designing
global models), at the process level (designing software processes), at the
activity level (designing activities) and at the task level (designing
tasks), each corresponding to the levels in the framework. At the process
level, the approach supports top-down white box modelling and top-down black
box modelling, which are proved to preserve the interface consistency over
refinement hierarchies. The approach also supports process reuse by means of
three different reuse methods. At the task level, by repeatedly decomposing
the function of a task into one of three basic control structures, the
function can be decomposed into a code segment consisting of finer
functions, which can be easily realised. If the executions of all the
decomposed finer functions terminate, the decomposition is proved to be
totally correct. Using EPDL, software evolution processes can be described
in detail.
Fifthly, according to the dependence analysis between activities and between
tasks in an EPM, an approach is proposed to capture and extend concurrency
in an inefficient process segment dug down from an EPM. After its efficiency
is improved, the process segment is put back into the original EPM to
improve its efficiency.
In addition, a support environment EPT is also designed. Four case studies
indicate that the proposed approach is feasible and effective.
In summary, this thesis proposes a semi-formal approach to effectively
support software evolution by constructing formal software evolution process
models and the corresponding descriptions.
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Ivan Mikhailovich Sidyakin
Techniques for the Development Time-Constraint
Telemetric Data Processing System
PhD: June 2007.
An increasing number of the research publications devoted to the
lossless compression methods indicates growing interest to this
area of the engineering design. This interest is explained by the
rapid development of the communication and data storage
facilities. Compression theory has a long history and the subject
is explored in depth. However its application is always limited
by the characteristics of the existing equipment. Compression
techniques are widely used in multimedia data transmission and
storage systems. Quality of the multimedia data and its size
represent a trade-off that drives so called lossy compression
algorithms. These algorithms provide good compression ratio at
the cost of the information loss. Recently a set of lossless
compression techniques are introduced for image, video and audio
data compression. Lossless methods are less effective when
compared with their lossy counterparts, but they provide perfect
quality and still offer compression ratio in range from 1.5 to
10. With increasing of available bandwidth of communication
channels and capacity of storage devices lossless compression
methods are positioned as a replacement of the lossy multimedia
compression algorithms. The aim of this research is to
investigate the lossless compression technique for the telemetry
information that is a type of the multimedia information. The
work starts from the examination of the telemetry data format and
statistical characteristics. This study provides background for
further exploring of the data decorrelation and entropy coding
methods that is aimed to design an effective lossless telemetry
compression algorithm. As a result, basic architecture of the
lossless telemetry compression system is proposed, and its
performance evaluation is introduced.
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Etimad A. Fadel
Distributed Systems Management Service
PhD: June 2007.
Distributed systems have become a vital tool in today's computing
environments. They have been available for many decades and a
number of application architectures and implementations are based
on them, for instance Web services, GRIDs. A successful approach
to build distributed systems is constructing them based on
middleware technologies, for instance CORBA
implementations. Although middleware standards and technologies
have solved many of the distribution complexities, nevertheless
the demand for more and enhanced services of middleware is
increasing.
Management and control of distributed systems is an important area,
where much development is needed. In spite of its importance, it
is not a widely researched area and no standards are produced to
address distributed systems management as a separate
requirement. In this thesis a distributed systems management
service architecture is proposed. The architecture aims to
distribute the management activities across a distributed system
to facilitate dynamic and automated management.
In particular, the management service can be invoked on the hosts
where distributed application objects are executing. Thus, it can
manage the application objects running on the same host. In
addition, the management service components, which are located
remotely, have the capability of coordinating their actions to
alter a distributed application's behaviour. Effectively, the
architecture is designed to be a middleware service that provides
management functionality in a flexible, reusable and systematic
manner, as is the case with most middleware services. The aspects
of management considered by the management service are based on
the functional model of the OSI management reference standard.
Furthermore, the architecture uses the Policy-Driven Management
strategy, which is the new approach in distributed systems
management. As a result, the management service can provide
dynamic or agile management for distributed applications.
The issue of management information representation and exchange
between the managed application and the management service is
also addressed in this research. The change of state of the
running application is represented as a management
event. Additionally, to structure the set of management events
defined, a hierarchy tree of management events is
proposed. Similarly a management action hierarchy tree is
proposed to define and publish the set of actions required for
management in general.
An implementation of the Distributed Systems Management Service (DSMS)
is presented, including its interaction with an external policy
service and receiving and interpreting its policies. As a case
study the area of fault tolerance is chosen. Some of the
well-known fault tolerance techniques are selected to demonstrate
their enforcement using the DSMS service. Finally, the evaluation
of DSMS management service is discussed.
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Shaoyun Li
A Program Transformation Step Prediction based Reengineering
Approach
PhD: July 2007.
[
pdf file ]
The essence of software reengineering is to improve or transform
existing software so that it can be understood, controlled and used
anew. Program transformation is used as a core technique for
fulfilling the various needs in the context of software
reengineering. The improvement of the automation and efficiency of
program transformations for reengineering is a concern in both
research and industrial areas. The proposed research aims to achieve
the goal by providing an appropriate mechanism to predict the
transformation steps to fulfil specific reengineering targets to
enhance the efficiency and correctness of reengineering through
program transformations.
In this thesis, a Target Driven Program Transformation Step Prediction
approach (TDPTSP) is proposed to assist the process of transformation
in software reengineering. The proposed approach is explored by using
a transformation-intensive language Wide Spectrum Language (WSL) as an
intermediate language and its toolset which provides a well-developed
transformation bank containing a large number of proven
transformations. The predication of transformations is an intelligent
means to guide the transformation process towards reengineering
targets. In order to make the identified targets tangible, the concept
of Target Model (TM) is introduced for the target representation and
evaluation. In the model, software metrics selected from a
reengineering intensive metrics catalogue are correlated to the
corresponding targets.
With the quantitative measurement and the tangible target
representation, the program transformation step prediction algorithm
is constructed as a heuristic based search approach. Expertise for
applying program transformations in the practical work is essential
for the prediction operation. The prediction approach incorporates the
expertise rules in addition to the metrics based approach. When
predicting the transformations on domain specific applications, domain
features are the vital factors. Therefore, the approach needs to be
augmented to deal with such applications. To explore how to utilise
the transformation prediction for the applications in specific domain,
multimedia domain is chosen for the study. In order to exploit the
proposed approach, WSL is extended with object-oriented features and
multimedia domain features consistently based on the existing language
levels of WSL. Correspondingly, the existing transformation bank is
extended for the needs of the transformation prediction driven by
reengineering targets. A prototype tool and three case studies are
presented for the experiments to show the proposed approach is
feasible and promising. Conclusions are drawn based on analysis, and
further research directions are discussed at the end of the thesis.
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Karsten Wolke
Higher Availability of Services in Heterogeneous Distributed Systems
PhD: August 2007.
[
pdf file ]
Computing systems are becoming more and more complex and assuming more
and more responsibilities in all sectors of human activity. Applications
do not run locally on a single computer any more. A lot of today's
applications are built as distributed system where services on different
computers are communicating. Distributed systems arise everywhere. The
Internet is one of the best-known distributed systems and used by nearly
everyone today. It is obvious that we are more and more dependant on
computer services. Many people expect to be able to buy things like
clothing or electronic equipment even at night on the Internet.
Computers are expected to be operational and available 7 days a week, 24
hours a day. Downtime, even for maintenance, is no longer acceptable.
The thesis presents a framework for the development of highly available
software services. The research focuses on failover functionality and
heterogeneous distributed systems that are based on client/server
architecture. Failover is the migration of services from one server to
another. If one server in the distributed system fails, another server
takes over the services of the failed one.
The thesis shows how failover functionality can be expressed by
attributes and how higher availability of services can be achieved by
transparent failover with state replication in heterogeneous distributed
systems. Failover requirements are expressed as attributes by using meta
information. The advantage is that failover requirements are seamlessly
integrated in the development process of a service or system.
Furthermore the meta information with the failover requirements have
initially no influence on the behaviour of a service or system and can
be specified in an easy and efficient way. Meta information with the
failover requirements are analysed, processed and transformed in a
further process. The advantage is that the specification of functional
requirements is easier to read since failover functionality does not
become tangled with the basic functionality.
The thesis offers a High Availability and Failover Framework (HAFF) that
simplifies the development of available services with failover
functionality. The designed HAFF is a complete software solution. The
framework can be used on simple distributed system with conventional
computers. The research is based on the motivation that failover can
increase the availability of services dramatically. Today's development
of available systems is very expensive, since every component of the
system must be reliable. The proposed framework can decrease the costs
to implement availability radically, so that even small business
companies will be able to offer highly available services. In comparison
to other failover approaches the thesis shows how failover can be
achieved by software and used for services in heterogeneous distributed
systems. The system is seen in a holistic way and hardware and software
failures are tolerated by the proposed framework.
The thesis outlines the motivation and objectives of the research,
describes the developed framework and reviews literature on distributed
systems, availability and meta information. Meta information is used in
the framework to increase the efficiency of developers. The thesis
presents a generic meta information facility to be able to define and
process meta information. A so called Meta Information Definition
Language (MIDL) has been designed to define meta information within
models (e.g. source code) of different programming languages. A Meta
Information Processing Tool (MIPT) and an Abstract Syntax Language Tree
(ASLT) have been designed for the processing of meta information and
manipulation of the model (e.g. code transformations). The designed meta
information facility can be seen as a framework to define macro
languages for a programming language. Any language that supports
comments can be extended by MIDL specifications.
The meta information facility has been designed to simplify the
development of failover for services with state replication. Developers
only define some attributes to ensure failover. The attributes are
specified by a FailOver Point Definition Language (FOPDL), based on
MIDL. Code needed in software will be generated automatically by
processing the FOPDL specifications.
HAFF offers a High Availability and Failover Environment (HAFE) that
observes and manages a heterogeneous distribute system. It gives
knowledge about alternative available service instances and is used in
case of failover.
Furthermore, a reference implementation of the proposed HAFF with it's
underlying meta information facility has been designed, developed and
tested during research. The reference implementation can be used to
demonstrate most of the designed features. It is used in the thesis in
order to evaluate the approach by simulations.
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Iman Musa Almomani
Security Solutions for Wireless Mobile Ad hoc Networks (WMANET)
PhD: August 2007.
[
pdf file ]
Wireless Mobile Ad hoc NETwork (WMANET) is a group of an
independent wireless (mobile/semi-mobile) nodes communicating on
a peer-to-peer basis without a pre-established
infrastructure. The unique characteristics of WMANETs make such
networks highly vulnerable to security attacks when compared with
wired or infrastructure-based wireless networks.
The contributions of this research are threefold. Firstly, a new,
specialised Architectural Framework for WMANETs (AF-WMANETs)
has been built, independent of any existing network
architectures such as OSI or TCP/IP, using two reference
architectural models: RM-ODP and TINA. AF-WMANET presents a
full description for WMANETs from the viewpoints of Enterprise,
Information and Computational. This description improves the
understanding of WMANET's properties, requirements and
needs. The current challenges such as routing, security,
scalability and Quality of Service (QoS) that face WMANETs can
thus be easily defined and their solution realised.
Second, based upon AF-WMANET and exploiting X.800, and X.805, two
ITU-T security-related recommendations, a
technology-independent Security Architecture for WMANETs has
been defined. The Security Architecture provides the
specification of a comprehensive, top-down, end-to-end security
solution for WMANETs that could be applied to every wireless
service provisioning scenario using such networks in order to
detect, predict, and correct security vulnerabilities. The
security architecture identifies the security requirements
needed, their objectives and how they could be applied
throughout AF-WMANETs, taking into consideration the various
security attacks it could face.
Third, a technology-dependent implementation of some of the security
requirements identified in the Security Architecture such as
authentication, availability, data confidentiality, data
integrity and non-repudiation has been proposed by means of defining a
novel Security Mechanism for Managing the Digital Certificates in
WMANETs. Where WMANETs are operating in heterogeneous wireless
environments, two algorithms are defined for two possible scenarios.
The first algorithm, called FM-WMANET, tackles the issue of managing
the digital certificates in a fully managed WMANET. In this scenario,
all WMANET nodes participate simultaneously with other
infrastructure-based wireless networks such as WLANs or cellular
systems. The key management system in this algorithm uses the
hierarchical trust model provided by these wireless networks'
different Public Key Infrastructures (PKIs). FM-WMANET deals with real
CAs with a high level of security and availability, rather than the
virtual CAs applied in previous work using threshold cryptography, the
latter entails a higher maintenance overhead than is the case with
real CAs. Additionally, all nodes in FM-WMANET are treated equally;
there are no servers or combiner nodes.
The second algorithm, PM-WMANET, assumes as a part of it network model
that some of the WMANET nodes belong to other extant wireless
networks. The trust model in this case will be a combination between
the hierarchical trust model used by the PKIs of these wireless
networks and the web of trust model used between the WMANET
nodes. This combination improves the security level by using PKI, and
simultaneously giving WMANET nodes the opportunity to participate in
key management system services.
FM-WMANET and PM-WMANET algorithms are both evaluated using graph
theory and the NS-2 network simulator. The graph theory-based
evaluation studies the certification graphs resulting from the
two algorithms and evaluates them according to some evaluation
metrics such as certification graph connectivity and security
level. The NS-2 based evaluation tests the two proposed
algorithms in real network environments and measures their
communication costs using other evaluation metrics such as
success ratio, delay, average number of retries and
overhead. The results of the two evaluation studies prove that
both FM-WMANET and PM-WMANET are fully distributed security
protocols that provide a high level of secure, available,
scalable, flexible and efficient key management services for
WMANETs. A comparative analysis between FM-WMANET and PM-WMANET
is also provided.
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Mousa Tawfiq AL-Akhras
Quality of Media Traffic over Lossy
Internet Protocol Networks: Measurement and Improvement
PhD: August 2007.
[
pdf file ]
Voice over Internet Protocol (VoIP) is an active area of
research in the world of communication. The high revenue made by
the telecommunication companies is a motivation to develop
solutions that transmit voice over other media rather than the
traditional, circuit switching network.
However, while IP networks can carry data traffic very well due to
their best effort nature, they are not designed to carry
real-time applications such as voice. As such several
degradations can happen to the speech signal before it reaches
its destination. Therefore, it is important for legal,
commercial, and technical reasons to measure the quality of VoIP
applications accurately and non-intrusively.
Several methods were proposed to measure the speech quality: some of
these methods are subjective, others are intrusive-based while
others are non-intrusive. One of the non-intrusive methods for
measuring the speech quality is the E-model standardised by the
International Telecommunication Union-Telecommunication
Standardisation Sector (ITU-T).
Although the E-model is a non-intrusive method for measuring the
speech quality, but it depends on the time-consuming, expensive
and hard to conduct subjective tests to calibrate its parameters,
consequently it is applicable to a limited number of conditions
and speech coders. Also, it is less accurate than the intrusive
methods such as Perceptual Evaluation of Speech Quality (PESQ)
because it does not consider the contents of the received signal.
In this thesis an approach to extend the E-model based on PESQ is
proposed. Using this method the E-model can be extended to new
network conditions and applied to new speech coders without the
need for the subjective tests. The modified E-model calibrated
using PESQ is compared with the E-model calibrated using
subjective tests to prove its effectiveness.
During the above extension the relation between quality estimation
using the E-model and PESQ is investigated and a correction
formula is proposed to correct the deviation in speech quality
estimation.
Another extension to the E-model to improve its accuracy in comparison
with the PESQ looks into the content of the degraded signal and
classifies packet loss into either Voiced or Unvoiced based on
the received surrounding packets. The accuracy of the proposed
method is evaluated by comparing the estimation of the new method
that takes packet class into consideration with the measurement
provided by PESQ as a more accurate, intrusive method for
measuring the speech quality.
The above two extensions for quality estimation of the E-model are
combined to offer a method for estimating the quality of VoIP
applications accurately, nonintrusively without the need for the
time-consuming, expensive, and hard to conduct subjective tests.
Finally, the applicability of the E-model or the modified E-model in
measuring the quality of services in Service Oriented Computing
(SOC) is illustrated.
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Konstantin Yermashov
Software Composition with Templates
PhD: June 2008.
[
pdf file ]
Software composition systems are systems that concentrate on the
composition of components. These systems represent a growing
subfield of software engineering. Traditional software
composition approaches define components as
black-boxes. Black-boxes are characterised by their visible
behaviour, but not their visible structure. They describe what
can be done, rather than how it can be done. Basically,
black-boxes are structurally monolithic units that can be
composed together via provided interfaces. Growing complexity of
software systems and dynamically changing requirements to these
systems demand better parameterisation of components. State of
the art approaches have tried to increase parameterisation of
systems with so-called grey-box components (grey-boxes). These
types of components introduced a structural configurability of
components. Greyboxes could improve composability, reusability,
extensibility and adaptability of software systems. However,
there is still there is a big gap between grey-box approaches and
business.
We see two main reasons for this. Firstly, a structurally
non-monolithic nature of grey-boxes results in a significantly
increased number of components and relationships that may form a
software system. This makes grey-box approaches more complex and
their development more expensive. There is a lack of tools to
decrease the complexity of grey-box approaches. Secondly,
grey-box composition approaches are oriented to the experts with
a technical background in programming languages and software
architectures. Up to now, state-of-the-art approaches have not
addressed the question of their efficient applicability by domain
experts with no technical background in programming languages. We
consider a structural visibility of grey-boxes gives a chance to
provide better externalisation of business logic, so that even a
non-expert in programming language could design a software system
for his/her special domain.
In this thesis, we propose a holistic approach, called Neurath
Composition Framework, to compose software systems according to
well-defined requirements which have been externalised, giving
the ownership of the design to the end-user. We show how
externalisation of business logic can be achieved using grey-box
composition systems augmented with the domain-specific visual
interfaces. We define our own grey-box composition system based
on the Parametric Code Templates component model and Molecular
Operations composition technique. With this composition system
awareness of a design, comprehensive development and the reuse of
program code templates can be achieved. Finally, we present a
sample implementation that shows the applicability of the
composition framework to solve real-life business tasks.
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Ammar Thabit Zahary
Improving Routing Performance of
Multipath Ad Hoc On-demand Distance
Vector in Mobile Ad Hoc Networks
PhD: June 2008.
[
pdf file ]
The aim of this research is to improve routing fault tolerance in
Mobile Ad hoc Networks (MANETs) by optimising multipath routing
in a well-studied reactive and single path routing protocol known
as Ad hoc On-demand Distance Vector (AODV). The research also
aims to prove the effect of varying waiting time of Route Reply
(RREP) procedure and utilising the concept of efficient routes on
the performance of multipath extensions to AODV. Two novel
multipath routing approaches are developed in this thesis as new
extensions to AODV to optimise routing overhead by improving
Route Discovery Process (RDP) and Route Maintenance Process (RMP)
of multipath AODV. The first approach is a link-disjoint
multipath extension called "Threshold efficient Routes in
multipath AODV" (TRAODV) that optimises routing packets overhead
by improving the RDP of AODV which is achieved by detecting the
waiting time required for RREP procedure to receive a threshold
number of efficient routes. The second approach is also a
link-disjoint multipath extension called "On-demand Route
maintenance in Multipath AoDv" (ORMAD) which is an extension to
TRAODV that optimises routing packets and delay overhead by
improving the RMP of TRAODV. ORMAD applies the concepts of
threshold waiting time and efficient routes to both phases RDP
and RMP. It also applies RMP only to efficient routes which are
selected in the RDP and when a route fails, it invokes a local
repair procedure between upstream and downstream nodes of the
broken link. This mechanism produces a set of alternative
subroutes with less number of hops which enhances route
efficiency and consequently minimises the routing overhead.
TRAODV and ORMAD are implemented and evaluated against two
existing multipath extensions to AODV protocol and two
traditional multipath protocols. The existing extensions to AODV
used in the evaluation are a well-known protocol called Ad hoc
On-demand Multipath Distance Vector (AOMDV) and a recent
extension called Multiple Route AODV (MRAODV) protocol which is
extended in this thesis to the new approach TRAODV while the
traditional multipath protocols used in the evaluation are
Dynamic Source Routing (DSR) and Temporally Ordered Routing
Algorithm (TORA). Protocols are implemented using NS2 and
evaluated under the same simulation environment in terms of four
performance metrics; packet delivery fraction, average end-to-end
delay, routing packets overhead, and throughput.
Simulation results of TRAODV evaluation show that the average
number of routes stored in a routing table of MRAODV protocol is
always larger than the average number of routes in
TRAODV. Simulation results show that TRAODV reduces the overall
routing packets overhead compared to both extensions AOMDV and
MRAODV, especially for large network size and high mobility. A
vital drawback of TRAODV is that its performance is reduced
compared to AOMDV and MRAODV in terms of average end-to-end
delay. Additionally, TORA still outperforms TRAODV and the other
extensions to AODV in terms of routing packets overhead.
In order to overcome the drawbacks of TRAODV, ORMAD is developed
by improving the RDP of TRAODV. The performance of ORMAD is
evaluated against RREP waiting time using the idea of utilising
the efficient routes in both phases RDP and RMP. Simulation
results of ORMAD show that the performance is affected by varying
the two RREP waiting times of both RDP and RMP in different
scenarios. As shown by the simulation results, applying the short
and long waiting times in both phases tends to less performance
in terms of routing packets overhead while applying the moderate
waiting times tends to better performance. ORMAD enhances routing
packets overhead and the average end-to-end delay compared to
TRAODV, especially in high mobility scenarios. ORMAD has the
closest performance to TORA protocol in terms of routing packets
overhead compared to AOMDV and MRAODV.
Relevant concepts are formalised for ORMAD approach and conducted
as an analytical model in this thesis involving the whole process
of multipath routing in AODV extensions. ORMAD analytical model
describes how the two phases RDP and RMP interact with each other
with regard to two performance metrics; total number of detected
routes and Route Efficiency.
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Mohammed Mohssen Alkhawlani
Access Network Selection in
Heterogeneous Networks
PhD: July 2008.
[
pdf file ]
The future Heterogeneous Wireless Network (HWN) is composed of
multiple Radio Access Technologies (RATs), therefore new Radio
Resource Management (RRM) schemes and mechanisms are necessary to
benefit from the individual characteristics of each RAT and to
exploit the gain resulting from jointly considering the whole set
of the available radio resources in each RAT. These new RRM
schemes have to support mobile users who can access more than one
RAT alternatively or simultaneously using a multi-mode
terminal. An important RRM consideration for overall HWN
stability, resource utilization, user satisfaction, and Quality
of Service (QoS) provisioning is the selection of the most
optimal and promising Access Network (AN) for a new service
request. The RRM mechanism that is responsible for selecting the
most optimal and promising AN for a new service request in the
HWN is called the initial Access Network Selection (ANS). This
thesis explores the issue of ANS in the HWN. Several ANS
solutions that attempt to increase the user satisfaction, the
operator benefits, and the QoS are designed, implemented, and
evaluated.
The thesis first presents a comprehensive foundation for the
initial ANS in the HWN. Then, the thesis analyses and develops a
generic framework for solving the ANS problem and any other
similar optimized selection problem. The advantages and strengths
of the developed framework are discussed. Combined Fuzzy Logic
(FL), Multiple Criteria Decision Making (MCDM) and Genetic
Algorithms (GA) are used to give the developed framework the
required scalability, flexibility, and simplicity.
The developed framework is used to present and design several
novel ANS algorithms that consider the user, the operator, and
the QoS view points. Different numbers of RATs, MCDM tools, and
FL inference system types are used in each algorithm. A suitable
simulation models over the HWN with a new set of performance
evolution metrics for the ANS solution are designed and
implemented. The simulation results show that the new algorithms
have better and more robust performance over the random, the
service type, and the terminal speed based selection algorithms
that are used as reference algorithms. Our novel algorithms
outperform the reference algorithms in terms of the percentage of
the satisfied users who are assigned to the network of their
preferences and the percentage of the users who are assigned to
networks with stronger signal strength. The new algorithms
maximize the operator benefits by saving the high cost network
resources and utilizing the usage of the low cost network
resources. Usually better results are achieved by assigning the
weights using the GA optional component in the implemented
algorithms.
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Omar Subhi Aldabbas
A Framework for Mobility and
Temporal Dimensions of Grid
Systems
PhD: September 2008.
[
pdf file ]
With advances in communication technology and the Internet, grid
computing offers a new paradigm for distributed computing. It
emerged as a mechanism for allowing a collection of connected
computer systems to form a large-scale data and computing
network. It promotes the sharing of distributed resources that
may be heterogeneous in nature, so as to enable different
application domains including science, industry, engineering,
finance and even government to solve large-scale computing
problems. This brings many challenges to grid resource brokering
such as acting fast enough to meet the needs of new application
domains. This research has therefore developed a grid resource
broker that insulates users from the complexities of grids. In
order to do this it executes their jobs by migrating application
software, jobs and data from one site (node) to another depending
on policies. It also enables advance reservation and fault
tolerance. The grid resource broker combines both user-centric
and systemcentric to achieve certain performance goals such as
the minimisation of execution time, the optimal use of resources
and minimising of the number of rejected jobs and the
maximisation of resource utilisation and reliability.
To request resources from the grid environment and achieve a good
level of resource management and brokering within a grid
environment requires languages that can specify the required
resources and describe how to run jobs on them. These requests
are made by users submitting jobs to the resource broker, from
the resource broker to the resources, and between the resources
themselves.
Several languages have been developed for describing
grid jobs, the latest of these languages is Job Submission
Description Language (JSDL). None of the current job description
languages deals with applications or events, and all have
limitations with regard to issues of time; that's because all of
them deals with individual job only and allow describing fixed
time to execute the job. We propose an extension of JSDL to cope
with jobs granularity, their composition, event and time. This
extension will enable JSDL to support the descriptions of
applications and their jobs flows, and allow users to control
their jobs at run time by describing events. It will also give
users the flexibility to determine job execution times that help
complete their jobs.
The need for a language to facilitate communication between
resource broker and resources, and between resources themselves,
stimulated us to create a new language to perform this task. This
language, called Ground-JSDL, expresses how a job should run on
the resources and supports mobility, advance reservation and
input and output data.
The findings of our research have been evaluated using grid
simulation tool. The simulation results have demonstrated that
these features significantly improve the performance of grid
environments and provide excellent scheduling results.
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Abdulsamad Al-Marghilani
Application of Self-Organizing
Maps to Multilingual Text Mining
PhD: September 2008.
[
pdf file ]
Computing systems are becoming more and more complex and are
assuming more and more responsibilities in all sectors of human
activity. Science and technology information present a rich
resource, essential for managing research and development
programs. Many of today's applications are built as distribution
systems. The Internet is one of the best-known distribution
systems and is used by nearly everyone today. With a great deal
of available data on the net in different languages, it is
essential to use efficient methods to extract useful information
from the data. Fortunately, the parallel growth of information
and of analytical tools offer the promise of advanced decision
aids to support research and development more effectively. Data
mining, information retrieval and other information-based
technologies especially nowadays, are receiving increased
attention.
The importance of English is well established in every
field. Likewise, Arabic is also a major natural language, spoken
by over 250 millions people in 21 Arab countries as the first
language, and in Islamic countries it is used as a second
language. It is one of the languages of the Semitic family and
thus preserves the complexity of this group. Arabic is highly
derivated, as well as being an inflected language, so it requires
good stemming for effective text mining. Yet no standard approach
to stemming has emerged. This work investigates some of the
issues involved in achieving bilingual text mining from large
bodies of electronic Arabic-English datasets.
The main aim of this thesis is to address the above issues and
provide the best framework. To address this aim, this thesis
evaluates the current proposed preprocessing and SOM clustering
algorithms. Our proposed MLTextMAES approach has the ability to
perform the four main stages of standard text mining, taking into
account pre-processing, clustering (via SOM) and test of
quality. Thus we have employed SOM as a tool for the clustering
of documents into groups with similar categories.
To the author's knowledge there is no significant literature
available regarding the SOM technique applied to Arabic-English
text mining. The model is found to be useful in strategic
decision-making settings. The results indicate that SOM is a
feasible tool for multilingual languages, and presents several
advantages over current methods. Our experimental results show
improved clustering performance when using Arabic-English
language documents for our datasets.
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Bassam Zafar
Conceptual Modelling of Adaptive Web
Services based on High-level Petri Nets
PhD: March 2009.
[
pdf file ]
Service technology geared by its SOA architecture and enabling
Web services is rapidly gaining in maturity and
acceptance. Consequently, most worldwide (private and corporate)
cross-organizations are embracing this paradigm by publishing,
requesting and composing their businesses and applications in the
form of (web-)services. Nevertheless, to face harsh
competitiveness such serviceoriented cross-organizational
applications are increasingly pressed to be highly composite,
adaptive, knowledge-intensive and very reliable. In contrast to
that, Web service standards such as WSDL, WSBPEL, WS-CDL and many
others offer just static, manual, purely process-centric and
ad-hoc techniques to deploy such services.
The main objective of this thesis consists therefore in
leveraging the development of service-driven applications towards
more reliability, dynamically and adaptable
knowledge-intensiveness. This thesis puts forward an innovative
framework based on distributed high-level Petri nets and
event-driven business rules. More precisely, we developed a new
variant of high-level Petri Nets formalism called Service-based
Petri nets (CSrv-Nets), that exhibits the following potential
characteristics. Firstly, the framework is supported by a
stepwise methodology that starts with diagrammatical UML-class
diagrams and business rules and leads to dynamically adaptive services
specifications. Secondly, the framework soundly integrates
behavioural event-driven business rules and stateful services
both at the type and instance level and with an inherent
distribution. Thirdly, the framework intrinsically permits
validation through guided graphical animation. Fourthly, the
framework explicitly separates between orchestration for
modelling rule-intensive single services and choreography for
cooperating several services through their governing interactive
business rules. Fifthly, the framework is based on a two-level
conceptualization: (1) the modelling of any rule-centric service
with CSrv-Nets; (2) the smooth upgrading of this service
modelling with an adaptability-level that allows for dynamically
shifting up and down any rule-centric behavior of the running
business activities.
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Matthias Ladkau
A Wide Spectrum Type System
for Transformation Theory
PhD: April 2009.
[
pdf file ]
One of the most difficult tasks a programmer can be confronted with is
the migration of a legacy system. Usually, these systems are
unstructured, poorly documented and contain complex program
logic. The reason for this, in most cases, is an emphasis on raw
performance rather than on clean and structured code as well as a
long period of applying quick fixes and enhancements rather than
doing a proper software reengineering process including a full
redesign during major enhancements. Nowadays, the old programming
paradigms are becoming an increasingly serious problem. It has
been identified that 90% of the costs of a typical software
system arise in the maintenance phase. Many companies are simply
too afraid of changing their software infrastructure and prefer
to continue with principles like "never touch a running
system". These companies experience growing pressure to migrate
their legacy systems onto newer platforms because the maintenance
of such systems is expensive and dangerous as the risk of losing
vital parts of sources code or its documentation increases
drastically over time. The FermaT transformation system has shown
the ability to automatically or semi-automatically restructure
and abstract legacy code within a special intermediate language
called WSL (Wide Spectrum Language). Unfortunately, the current
transformation process only supports the migration of assembler
as WSL lacks the ability to handle data types properly. The data
structures in assembler are currently directly translated into C
data types which involves many assumptional "hard coded"
conversions. The absence of an adequate type system for WSL
caused several flaws for the whole transformation process and
limits its abilities significantly.
The main aim of the presented
research is to tackle these problems by investigating and
formulating how a type system can contribute to a safe and
reliable migration of legacy systems. The described research
includes the definition of key aspects of type related problems
in the FermaT migration process and how to solve them with a
suitable type system approach. Since software migration often
includes a change in programming language the type system for WSL
has to be able to support various type system approaches
including the representation of all relevant details to avoid
assumptions. This is especially difficult as most programming
languages are designed for a special purpose which means that their possible
programming constructs and data types differ significantly. This
ranges from languages with simple type systems whose programs are
prone to unintended side-effects, to languages with strict type
systems which are constrained in their flexibility. It is
important to include as many type related details as necessary to
avoid making assumptions during language to language
translation.
The result of the investigation is a novel multi
layered type system specifically designed to satisfy the needs
of WSL for a sophisticated solution without imposing too many
limitations on its abilities. The type system has an adjustable
expressiveness, able to represent a wide spectrum of typing
approaches ranging from weak typing which allows direct memory
access and down casting, via very strict typing with a
high diversity of data types to object oriented typing which
supports encapsulation and data hiding. Looking at the majority
of commercial relevant statically typed programming languages,
two fundamental properties of type strictness and safety can be
identified. A type system can be either weakly or strongly typed
and may or may not allow unsafe features such as direct memory
access. Each layer of the Wide Spectrum Type System has a
different combination of these properties. The approach also
includes special Type System Transformations which can be used to
move a given WSL program among these layers. Other emphasised key
features are explicit typing and scalability.
The whole approach is based on a sound mathematical foundation
which assures correctness and integrates seamlessly into the
present mathematical definition of WSL. The type system is
formally introduced to WSL by constructing an attribute grammar
for the language. Type checking and type inference are used to
annotate the Abstract Syntax Tree of a given WSL program with
type derivations which can be used to reveal and indicate
possible typing errors or to infer types if the program did not
feature explicit type declarations in the first place. Notable in
this approach is also the fact that object orientation is
introduced to a procedural programming language without the
introduction of new semantics. It is shown that object
orientation can be introduced just by adjusting type checking
rules and adding some syntactical notations. The approach was
implemented and tested on two case studies. The thesis describes
and discusses both cases in detail and shows how a migration
which ignores type systems could accidentally introduce errors
due to assumptions during translation. Both case studies use all
important aspects of the approach, including type transformations
and object identification. The thesis finalises by summarising
the whole work, identifying limitations, presenting future perspectives
and drawing conclusions.
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Zhuopeng Zhang
An Ontology-Based Reengineering Methodology for Service Orientation
PhD: May 2009.
[
pdf file ]
The "Software as a Service" model in service-oriented computing
allows loosely coupled software components to be designed and
integrated with other software systems. Web services, together
with service-oriented architectures, are promising integration
technology to facilitate legacy system Webification. However,
since most components in a legacy system were not designed and
developed as services, the current software systems need to be
converted into a set of loosely coupled services. Therefore, a
service-oriented software reengineering process is essential for
legacy systems to survive in the service-oriented computing
environment. In this service-oriented software reengineering
process, understanding, decomposing and reusing legacy code turn
to be important activities.
In this thesis, a methodology for Service-Oriented Software
Reengineering (SOSR) is proposed to support the identification,
extraction and integration of reusable legacy code. According
to both the result of legacy system assessment and a
service-oriented analysis and design process, a reengineering
decision is made by proposed rules. Based on the
service-oriented software reengineering decision, ontologies
for SOSR, which consists of Domain Concept Ontology (DCO),
Functionality Ontology (FO) and Software Component Ontology
(SCO), are developed by the ontology development
methodologies. These ontologies store knowledge on both
application domain and code entities, which support further
legacy code analysis. The identification of service candidates
in legacy systems is achieved by mapping FO and SCO via a novel
method combining Formal Concept Analysis (FCA) and Relational
Concept Analysis (RCA). After the service candidates are identified,
the reusable legacy code is extracted by dependency analysis and
program slicing. Some rules are defined in code query language for the
detection of dead code. Program slicing techniques are applied as main
reverse engineering techniques to recover executable legacy code. An
Executable Union Slicing (EUS) algorithm is defined to generate
executable legacy components with high cohesion and low coupling
properties. In the integration phase, extracted legacy components with
core legacy code can either be wrapped into Web services for the
service orchestration in the business layer, or be composed in a
software service provider.
The proposed SOSR methodology is proved flexible and practical to
migrate legacy applications to service-oriented architectures by the
case studies. It can be customised according to different legacy
systems. This methodology can help software developers and maintainers
to reengineer the tightly coupled legacy information systems to the
loosely coupled and agile information systems.
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Ajlan Suliman Al-Ajlan
Service Oriented Computing for
Dynamic Virtual Learning
Environments
PhD: May 2009.
[
pdf file ]
Using the Internet for teaching and learning has become a
trend in modern higher education, facilitated through the exploitation
of advanced computing technologies. Virtual Learning Environment (VLE)
applications support online learning over the Internet, and VLEs have
thus emerged as e-learning domains that are essential prerequisites in
cutting edge design and implementation technologies in education.
Service Oriented Computing (SOC), as a novel software development and
implementation approach, has become an active area of research and
development. Web services, as an example of SOC, support the
integration of software applications in an incremental way, using
existing platforms and languages that utilize and adopt existing
legacy systems. Thus, VLEs should be particularly well suited to Web
ser- vices through the SOC approach. VLE services is a field subjected
to continuous development but VLEs as Web services are still not
generally accessible for academic institutions, although they have
been adopted by some scientific projects. The next generation of VLEs
should address the limitations of the current online systems by
providing a richer context for online learning, one that is sensitive
to the specific domain requirements of e-learning.
Web Services
Matching and Selection (WSMS), as a part of the functional
requirements of Web services, has received less attention from SOC
researchers. It involves discovering a set of semantically equivalent
services by filtering a set of availableservices based on service
metadata, and instantaneously selecting the best possible
service. WSMS is the discovery of a service by a user, where
correspondence is established between the objectives of the consumer
and the capabilities of the service. It thereby aims to match and
select the optimal service that best meets the requestor's needs.
The main aim of this doctoral work is to explore novel architectural
designs for VLEs, based on the SOC paradigm and its related
techniques. In addition, this investigation aims to extend the core
ideas behind VLE tools, which are gradually becoming dominant within
academic institutes. Another aim is to devise a policy- based
technique to enforce security requirements for VLEs and to build a
test-bed for VLE security based on Modular Moodle.
The fundamental
contribution of this thesis that it demonstrates that VLEs can be
considered as services, which can be published, discovered and
composed as perceived in the SOC paradigm. An additional contribution
to the knowledge is that it has built a new extension to the structure
of Web services: the Web Services Matching and Selection (WSMS)
system. Another contribution to the knowledge is that traditional
security requirements have been modified to cater for the highly
mobile and changeable environment of VLEs; this has been achieved
through policy- based techniques. These contributions to the body of
knowledge have been published in learned journals and at conferences.
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Ali Hilal Al-Bayatti
Security Management for Mobile Ad hoc Network of Networks (MANoN)
PhD: May 2009.
[
pdf file ]
Mobile Ad hoc Network of Networks (MANoN) are a group of large
autonomous wireless nodes communicating on a peer-to-peer basis
in a heterogeneous environment with no pre-defined
infrastructure. In fact, each node by itself is an ad hoc network
with its own management. MANoNs are evolvable systems, which mean
each ad hoc network has the ability to perform separately under
its own policies and management without affecting the main
system; therefore, new ad hoc networks can emerge and disconnect
from the MANoN without conflicting with the policies of other
networks. The unique characteristics of MANoN makes such networks
highly vulnerable to security attacks compared with wired
networks or even normal mobile ad hoc networks.
This thesis presents a novel security-management system based
upon the Recommendation ITU-T M.3400, which is used to evaluate,
report on the behaviour of our MANoN and then support complex
services our system might need to accomplish. Our security
management will concentrate on three essential components:
- Security Administration
- Prevention and Detection
- Containment and Recovery
In any system, providing one of those components is a problem;
consequently, dealing with an infrastructure-less MANoN will be a
dilemma, yet we approached each set group of these essentials
independently, providing unusual solutions for each one of them
but concentrating mainly on the prevention and detection
category.
The contributions of this research are threefold. First, we
defined MANoN Security Architecture based upon the ITU-T
Recommendations: X.800 and X.805. This security architecture
provides a comprehensive, end-to-end security solution for MANoN
that could be applied to every wireless network that satisfies a
similar scenario, using such networks in order to predict, detect
and correct security vulnerabilities. The security architecture
identifies the security requirements needed, their objectives and
the means by which they could be applied to every part of the
MANoN, taking into consideration the different security attacks
it could face.
Second, realising the prevention component by implementing some
of the security requirements identified in the Security
Architecture, such as authentication, authorisation,
availability, data confidentiality, data integrity and
non-repudiation has been proposed by means of defining a novel
Security Access Control Mechanism based on Threshold Cryptography
Digital Certificates in MANoN.
Network Simulator (NS-2) is a real network environment simulator,
which is used to test the performance of the proposed security
mechanism and demonstrate its effectiveness. Our ACM-MANoN
results provide a fully distributed security protocol that
provides a high level of secure, available, scalable, flexible
and efficient management services for MANoN.
The third contribution is realising the detection component,
which is represented by providing a Behavioural Detection
Mechanism based on nodes behavioural observation engaged with
policies. This behaviour mechanism will be used to detect
malicious nodes acting to bring the system down. This approach
has been validated using an attacks case study in an unknown
military environment to cope with misbehaving nodes.
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Mohammad Mustafa Taye
Ontology Alignment Mechanisms for Improving Web-based Searching
PhD: May 2009.
[
pdf file ]
Ontology has been developed to offer a commonly agreed understanding
of a domain that is required for knowledge representation,
knowledge exchange and reuse across domains. Therefore, ontology
organizes information into taxonomies of terms (i.e., concepts,
attributes) and shows the relationships between them. In fact, it
is considered to be helpful in reducing conceptual confusion for
users who need to share applications of different kinds, so it is
widely used to capture and organize knowledge in a given domain.
Although ontologies are considered to provide a solution to
data heterogeneity, from another point of view, the available
ontologies could themselves introduce heterogeneity problems.
In order to deal with these problems, ontologies must be
available for sharing or reusing; therefore, semantic
heterogeneity and structural differences need to be resolved
among ontologies. This can be done, in some cases, by aligning or
matching heterogeneous ontologies. Thus, establishing the
relationships between terms in the different ontologies is needed
throughout ontology alignment.
Semantic interoperability can be established in ontology
reconciliation. The original problem is called the "ontology
alignment". The alignment of ontologies is concerned with the
identification of the semantic relationships (subsumption,
equivalence, etc.) that hold between the constituent entities
(which can be classes, properties, etc.) of two ontologies.
In this thesis, an ontology alignment technique has been developed in
orderd to facilitate communication and build a bridge between
ontologies. An efficient mechanism has been developed in order to
align entities from ontologies in different description languages
(e.g. OWL, RDF) or in the same language. This approach tries to
use all the features of ontologies (concept, attributes,
relations, structure, etc.) in order to obtain efficiency and
high quality results. For this purpose, several matching
techniques have been used such as string, structure, heuristic
and linguistic matching techniques with thesaurus support, as
well as human intervention in certain cases, to obtain high
quality results.
The main aim of the work is to introduce a
method for finding semantic correspondences among heterogeneous
ontologies, with the intention of supporting interoperability
over given domains.
The approach brings together techniques in
modelling, string matching, computation linguistics, structure
matching and heuristic matching, in order to provide a
semi-automatic alignment framework and prototype alignment system
to support the procedure of ontology alignment in order to
improve semantic interoperability in heterogeneous systems.
This
technique integrates some important features in matching in order
to achieve high quality results, which will help when searching
and exchanging information between ontologies. Moreover, an
ontology alignment system illustrates the solving of the key
issues related to heterogeneous ontologies, which uses
combination-matching strategies to execute the ontology-matching
task. Therefore, it can be used to discover the matching between
ontologies.
This thesis also describes a prototype implementation
of this approach in many real-world case studies extracted from
various Web resources. Evaluating our system is done throughout
the experiments provided by the Ontology Alignment Evaluation
Initiative. The system successfully achieved 93% accuracy for
ontology matching. Finally, a comparison between our system and
well-known tools is achieved so that our system can be
evaluated.
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Raed R Obaid
Self-Validating CNC Milling
Machine
PhD: 2007.
Computer Numerical Control - CNC - machine is a system in which a
control microcomputer is an integral part of the machine that
controls the movements of the machine components. Coded
instructions are directly inserted into the system in the form of
letters and numbers. The system automatically interprets these
data and converts them to output signals. These signals, in turn,
control various machine components, such as turning spindles on
and off, changing tools, moving the tool along specific paths, or
turning cutting fluids on and off.
The advancement in computer technology has led to the development of
new highly sophisticated CNC machines. Thus this advancement in
modern CNC machines is characterised as costly and complex. The
problem raised with these machines is in training, which can be
unsafe and costly. New operators may injure themselves or cause
damage to an expensive machine. It was obvious that there is a
clear need for new technologies to assist in training on CNC
machines. Virtual Reality - VR - is an effective technology to
develop training modules where a virtual environment of the CNC
machine replaces the actual one in the real world. Training in
the virtual environment gives trainees the freedom to explore the
CNC machine and make errors without the worry of injuries or
damages. However, we found out that there is a clear need to test
the virtual model for validation before applying it for training
purposes. We also believed that formal methods make it possible
to describe the virtual model to be developed in an accurate and
unambiguous way.
In this thesis, we first developed a virtual training CNC machine
system, with the milling machine being the chosen
example. Then, we investigated and used formal methods (in
particular the logic-base ITL and its executable subset) in
specifying and verifying the elementary CNC system. This has
been achieved by viewing the CNC system as a single mathematical
function transforming points into machine tool displacement. As a
result, we came up with a prototype system of the CNC milling machine
that is self-validated. Finally, we evaluated our virtual CNC machine
with several detailed case-studies of machining different engineering
components with various shapes.
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Jian Kang
Automating Business Intelligence Recovery in Software Evolution
PhD: July 2009.
[
pdf file ]
The theme of this thesis is to pave a path to recover business
intelligence automatically from software system, which is reverse
engineering task. It refers to technologies, applications and
practices for the localisation, extraction, analysis of business
intelligence in software system. Business intelligence recovery
vertically elicits business intelligence from software system to
business intelligence base. Such an approach naturally requires
information transformation from software system to business
intelligence base, and hence a novel set of automatic business
intelligence recovery steps are needed.
After a brief introduction of major issues covered by this thesis, the
state of art of the area coined by the author as "business
intelligence elicitation from software system", in particular,
the kinds of business intelligence that can be elicited from
software system and their corresponding reverse engineering
technical solutions are presented.
Several new techniques are invented to pave the way towards realising
this approach and make it light-weight. In particular, a
programming-style-based method is proposed to partition a source
program into business intelligence oriented program modules;
concept recovery rules are defined to recover business
intelligence concepts from the names embedded in a program
module; formal concept analysis is built to model the recovered
business intelligence and present business logic. The future
research of this task is viewed as "automating business
intelligence accumulation in Web" which is defined to bridge
work in this thesis to nowadays Web computing trends.
A prototype tool for recovering business intelligence from a Web-based
mobile retailing system is then presented, followed by case study
giving evaluation on the approach in different aspects.
Finally, conclusions are drawn. Original contributions of this
research work to the field of software reverse engineering are
made explicit and future opportunities are explored.
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Jianjun Pu
Software Evolution through UML-Models Extraction
PhD: April 2009.
[
pdf file ]
With the high demand for renovation of legacy systems, their evolution is
becoming an urgent need. Although some approaches have been introduced to
evolving legacy systems, they are not sufficient for understanding legacy
code.
In this thesis, development/environment-specific models of domain-specific
legacy systems are acquired, based on their characteristics and operations.
The development/environment-specific model of COBOL legacy systems is based
on the characteristics and operations of COBOL, and is a procedure-based
model comprising a graph that describes the calling and being-called
relationships of those procedures in COBOL legacy systems. It has four
types: linear, branch, joint, and synthetic procedure-based models. The
link-based model of HTML legacy systems uses a graph that describes the
importing or imported relationships of webs in a legacy system. It has three
types: sequential, cyclical, and compositive link-based models. The
development/environment-specific model of the SQL legacy system comprises
association, generation and composition database-based models based on the
basic operations of SQL and the two main relationships of generation and
association between the databases in an SQL legacy system.
The structural stage of UML extraction in this thesis contains class
realisation. The classification of classes from COBOL legacy system is two,
which are procedure class and variable class. Every procedure in COBOL
legacy system is defined as one procedure class. Variable class is based on
the program slicing techniques with two stages of pseudo class and real
class extraction from COBOL legacy system. The variabl of the sliced
criterion is defined as the class name, and the variables contained in its
slicing criterion are defined as the attributes of that variable class.
Because the behavioural analysis of domain-specific legacy systems is behind
the analysis of structural analysis, the operations in variabl class are not
described. The classification of classes of HTML legacy system is based on
the web pages and their blocks. The classification of SQL legacy system is
two, which is procedure class and database class. Selected UML diagrams are
used to describe the static aspect of domain-specific legacy systems.
The behavioural stage of UML extraction in this thesis focuses on the
operations and activities of domain-specific legacy systems. When
understanding the operations and activities of domain-specific legacy code,
their preconditions and post-conditions must be presented from the source
code. Then those operations and activities are ordered according to the time
and sequence they are executed by. At last, the operation and activity
arraies are presented. Selected UML diagrams describing the dynamic aspect
of domain-specific legacy systems are realised based on those operation and
activity arraies.
The major contribution of this thesis is the presentation of development/
environment-specific models of domain-specific legacy systems and an
approach towards software evolution of domain-specific legacy systems using
UML diagrams.
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Himadri Bhattacharya
Combining Similarity Measures to Identify Correlated Web Pages
MPhil: July 2007.
Web sites are the online front of most of the companies and
institutions, some of which undergo continuous changes to their
structure, content or both due to changes in the services offered
or any updates in the information to be imparted. The
restructuring of web sites is normally undertaken to facilitate
user access to similar pages. This is carried out by taking into
account the preferences of the users when browsing the
website. We investigate various methods of restructuring websites
based on a combination of user's views and the existing structure
of the site to make any recommendations of change. The user's
views are incorporated by calculating the similarity between web
pages based on the users traversal path on the site. The
structural similarity of the pages are calculated by defining the
distance of the web pages based to their position in the overall
structure of the site. We propose a new similarity measure based
on the combination of these i.e similarity according to the
traversal path of the user and the similarity according to the
structure of the site. These similarity measures are used to find
clusters of similar pages using several clustering
algorithm. Extensive computational efforts were undertaken using
JAVA for preprocessing and cleaning of standard data sets from
NASA and also local data files from the faculties web site,
implementing several clustering algorithm using SAS platform. The
result of the clustering process is used to give the
recommendations for future changes to be made in the structure of
the site.
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Stefan Natelberg
Constraint Based Program Transformation Theory
PhD: November 2009.
[
pdf file ]
[
prototype tool code]
The FermaT Transformation Engine is an industrial strength
toolset for the migration of Assembler and Cobol based legacy
systems to C. It uses an intermediate language and several dozen
mathematical proven transformations to raise the abstraction
level of a source code or to restructure and simplify it as
needed. The actual program transformation process with the aid of
this toolset is semi-automated which means that a maintainer has
not only to apply one transformation after another but also to
evaluate the transformation result. This can be a very difficult
task especially if the given program is very large and if a lot
of transformations have to be applied. Moreover, it cannot be
assured that a transformation target will be achieved because it
relies on the decisions taken by the respective maintainer which
in turn are based on his personal knowledge. Even a small mistake
can lead to a failure of the entire program transformation
process which usually causes an extensive and time consuming
backtrack. Furthermore, it is difficult to compare the results of
different transformation sequences applied on the same
program. To put it briefly, the manual approach is inflexible and
often hard to use especially for maintainers with little
knowledge about transformation theory.
There already exist different approaches to solve these well
known problems and to simplify the accessibility of the FermaT
Transformation Engine. One recently presented approach is based
on a particular prediction technique whereas another is based on
various search tactics. Both intend to automatise the program
transformation process. However, the approaches solve some
problems but not without introducing others. On the one hand, the
prediction based approach is very fast but often not able to
provide a transformation sequence which achieves the defined
program transformation targets. The results depend a lot on the
algorithms which analyse the given program and on the knowledge
which is available to make the right decisions during the program
transformation process. On the other hand, the search based
approach usually finds suitable results in terms of the given
target but only in combination with small programs and short
transformation sequences. It is simply not possible to perform an
extensive search on a large-scale program in reasonable time.
To solve the described problems and to extend the operating range of
the FermaT Transformation Engine, this thesis proposes a
constraint based program transformation system. The approach is
semi-automated and provides the possibility to outline an entire
program transformation process on the basis of constraints and
transformation schemes. In this context, a constraint is a
condition which has to be satisfied at some point during the
application of a transformation sequence whereas a transformation
scheme defines the search space which consists of a set of
transformation sequences. After the constraints and the scheme
have been defined, the system uses a unique knowledge-based
prediction technique followed by a particular search tactic to
reduce the number of transformation sequences within the search
space and to find a transformation sequence which is applicable
and which satisfies the given constraints. Moreover, it is
possible to describe those transformation schemes with the aid of
a formal language.
The presented thesis will provide a definition and a
classification of constraints for program transformations. It
will discuss capabilities and effects of transformations and
their value to define transformation sets. The modelling of
program transformation processes with the aid of transformation
schemes which in turn are based on finite automata will be
presented and the inclusion of constraints into these schemes
will be explained. A formal language to describe transformation
schemes will be introduced and the automated construction of
these schemes from the language will be shown. Furthermore, the
thesis will discuss a unique prediction technique which uses the
capabilities of transformations, an evaluation of the
transformation sequences on the basis of transformation effects
and a particular search tactic which is related to linear and
tree search tactics.
The practical value of the presented approach will be proven with
the aid of three medium-scale case studies. The first one will
show how to raise the abstraction level whereas the second one
will show how to decrease the complexity of a particular
program. The third one will show how to increase the execution
speed of a selected program. Moreover, the work will be
summarised and evaluated on the basis of the research
questions. Its limitations will be disclosed and some suggestion
for future work will be made.
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Zhihong Liang
A Meta-Modelling Language Definition for Specific Domain
PhD: December 2008.
[
pdf file ]
Model Driven software development has been considered to be a
further software construction technology following
object-oriented software development methods and with the
potential to bring new breakthroughs in the research of software
development. With deepening research, a growing number of Model
Driven software development methods have been proposed. The model
is now widely used in all aspects of software development. One
key element determining progress in Model Driven software
development research is how to better express and describe the
models required for various software components. From a study of
current Model Driven development technologies and methods,
Domain-Specific Modelling is suggested in the thesis as a Model
Driven method to better realise the potential of Model-Driven
Software Development.
Domain-specific modelling methods can be successfully applied to
actual software development projects, which need a flexible and
easy to extend, meta-modelling language to provide support. There
is a particular requirement for modelling languages based on
domain-specific modelling methods in Meta-modelling as most
general modelling languages are not suitable. The thesis focuses
on implementation of domain-specific modelling methods. The
"domain" is stressed as a keystone of software design and
development and this is what most differentiates the approach
from general software development process and methods. Concerning
the design of meta-modelling languages, the meta-modelling
language based on XML is defined including its abstract syntax,
concrete syntax and semantics. It can support description and
construction of the domain meta-model and the domain application
model. It can effectively realise visual descriptions, domain
objects descriptions, relationships descriptions and rules
relationships of domain model. In the area of supporting tools, a
meta-meta model is given. The meta-meta model provides a group of
general basic component meta-model elements together with the
relationships between elements for the construction of the domain
meta-model. It can support multi-view, multi-level description of
the domain model. Developers or domain experts can complete the
design and construction of the domain-specific meta-model and the
domain application model in the integrated modelling
environment. The thesis has laid the foundation necessary for
research in descriptive languages through further study in key
technologies of meta-modelling languages based on Model Driven
development.
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Mai Ahmad AL-Fawair
A Framework for Evolving Grid Computing Systems
PhD: January 2010.
[
pdf file ]
Grid computing was born in the 1990s, when researchers were
looking for a way to share expensive computing resources and
experiment equipment. Grid
computing is becoming increasingly popular because it promotes
the sharing of distributed resources that may be heterogeneous in
nature, and it enables scientists and engineering professionals
to solve large scale computing problems. In reality, there are
already huge numbers of grid computing facilities distributed
around the world, each one having been created to serve a
particular group of scientists such as weather forecasters, or a
group of users such as stock markets.
However, the need to extend the functionalities of current grid
systems lends itself to the consideration of grid evolution. This
allows the combination of many disjunct grids into a single
powerful grid that can operate as one vast computational
resource, as well as for grid environments to be flexible, to be
able to change and to evolve. The rationale for grid evolution is
the current rapid and increasing advances in both software and
hardware.
Evolution means adding or removing capabilities. This research
defines grid evolution as adding new functions and/or equipment
and removing unusable resources that affect the performance of
some nodes. This thesis produces a new technique for grid
evolution, allowing it to be seamless and to operate at run
time. Within grid computing, evolution is an integration of
software and hardware and can be of two distinct types, external
and internal. Internal evolution occurs inside the grid boundary
by migrating special resources such as application software from
node to node inside the grid. While external evolution occurs
between grids.
This thesis develops a framework for grid evolution that insulates
users from the complexities of grids. This framework has at its
core a resource broker together with a grid monitor to cope with
internal and external evolution, advance reservation, fault
tolerance, the monitoring of the grid environment, increased
resource utilisation and the high availability of grid
resources.
The starting point for the present framework of grid evolution is when
the grid receives a job whose requirements do not exist on the
required node which triggers grid evolution. If the grid has all
the requirements scattered across its nodes, internal evolution
enabling the grid to migrate the required resources to the
required node in order to satisfy job requirements ensues, but if
the grid does not have these resources, external evolution
enables the grid either to collect them from other grids
(permanent evolution) or to send the job to other grids for
execution (just in time) evolution.
Finally a simulation tool called (EVOSim) has been designed,
developed and tested. It is written in Oracle 10g and has been
used for the creation of four grids, each of which has a
different setup including different nodes, application software,
data and polices. Experiments were done by submitting jobs to the
grid at run time, and then comparing the results and analysing
the performance of those grids that use the approach of evolution
with those that do not. The results of these experiments have
demonstrated that these features significantly improve the
performance of grid environments and provide excellent scheduling
results, with a decreasing number of rejected jobs.
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Serein Abdelmonam Alratrout
A Hybrid Multi-Agent Architecture and Heuristics Generation for Solving Meeting Scheduling Problem
PhD: May 2009.
[
pdf file ]
Agent-based computing has attracted much attention as a promising
technique for application domains that are distributed, complex
and heterogeneous. Current research on multi-agent systems (MAS)
has become mature enough to be applied as a technology for
solving problems in an increasingly wide range of complex
applications. The main formal architectures used to describe the
relationships between agents in MAS are centralised and
distributed architectures.
In computational complexity theory, researchers have classified the
problems into the followings categories: (i) P problems, (ii) NP
problems, (iii) NP-complete problems, and (iv) NP-hard
problems. A method for computing the solution to NP-hard
problems, using the algorithms and computational power available
nowadays in reasonable time frame remains undiscovered. And
unfortunately, many practical problems belong to this very
class. On the other hand, it is essential that these problems are
solved, and the only possibility of doing this is to use
approximation techniques.
Heuristic solution techniques are an alternative. A heuristic is a
strategy that is powerful in general, but not absolutely
guaranteed to provide the best (i.e. optimal) solutions or even
find a solution. This demands adopting some optimisation
techniques such as Evolutionary Algorithms (EA).
This research has been undertaken to investigate the feasibility of
running computationally intensive algorithms on multi-agent
architectures while preserving the ability of small agents to run
on small devices, including mobile devices. To achieve this, the
present work proposes a new Hybrid Multi-Agent Architecture
(HMAA) that generates new heuristics for solving NP-hard
problems. This architecture is hybrid because it is
"semi-distributed/semi-centralised" architecture where variables
and constraints are distributed among small agents exactly as in
distributed architectures, but when the small agents become
stuck, a centralised control becomes active where the variables
are transferred to a super agent, that has a central view of the
whole system, and possesses much more computational power and
intensive algorithms to generate new heuristics for the small
agents, which find optimal solution for the specified problem.
This research comes up with the followings: (1) Hybrid Multi-Agent
Architecture (HMAA) that generates new heuristic for solving many
NP-hard problems. (2) Two frameworks of HMAA have been
implemented; search and optimisation frameworks. (3) New SMA
meeting scheduling heuristic. (4) New SMA repair strategy for the
scheduling process. (5) Small Agent (SMA) that is responsible for
meeting scheduling has been developed. (6) “Local Search
Programming” (LSP), a new concept for evolutionary approaches,
has been introduced. (7) Two types of super-agent (LGP_SUA and
LSP_SUA) have been implemented in the HMAA, and two SUAs (local
and global optima) have been implemented for each type. (8) A
prototype for HMAA has been implemented: this prototype employs
the proposed meeting scheduling heuristic with the repair
strategy on SMAs, and the four extensive algorithms on SUAs.
The results reveal that this architecture is applicable to many
different application domains because of its simplicity and
efficiency. Its performance was better than many existing meeting
scheduling architectures. HMAA can be modified and altered to
other types of evolutionary approaches.
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Ayad Tareq Imam
A novel Approach for Handling Complex Ambiguity for Software Engineering of Data Mining Models
PhD: June 2010.
[
pdf file ]
There are two main defined classes of uncertainty namely:
fuzziness and ambiguity, where ambiguity is 'one-to-many'
relationship between syntax and semantic of a proposition. This
definition seems that it ignores 'many-to-many' relationship
ambiguity type of uncertainty. In this thesis, we shall use
complex-uncertainty to term many-to-many relationship ambiguity
type of uncertainty.
This research proposes a new approach for handling the complex
ambiguity type of uncertainty that may exist in data, for
software engineering of predictive Data Mining (DM)
classification models. The proposed approach is based on
Relative-Fuzzy Logic (RFL), a novel type of fuzzy logic. RFL
defines a new formulation of the problem of ambiguity type of
uncertainty in terms of States Of Proposition (SOP). RFL
describes its membership (semantic) value by using the new
definition of Domain of Proposition (DOP), which is based on the
relativity principle as defined by possible-worlds logic.
To achieve the goal of proposing RFL, a question is needed to be
answered, which is: how these two approaches; i.e fuzzy logic and
possible-world, can be mixed to produce a new membership value
set (and later logic) that able to handle fuzziness and multiple
viewpoints at the same time? Achieving such goal comes via
providing possible world logic the ability to quantifying
multiple viewpoints and also model fuzziness in each of these
multiple viewpoints and expressing that in a new set of
membership value.
Furthermore, a new architecture of Hierarchical Neural Network (HNN)
called ML/RFL-Based Net has been developed in this research,
along with a new learning algorithm and new recalling
algorithm. The architecture, learning algorithm and recalling
algorithm of ML/RFL-Based Net follow the principles of RFL. This
new type of HNN is considered to be a RFL computation machine.
The ability of the Relative Fuzzy-based DM prediction model to tackle
the problem of complex ambiguity type of uncertainty has been
tested. Special-purpose Integrated Development Environment (IDE)
software, which generates a DM prediction model for speech
recognition, has been developed in this research too, which is
called RFL4ASR. This special purpose IDE is an extension of the
definition of the traditional IDE.
Using multiple sets of TIMIT
speech data, the prediction model of type ML/RFL-Based Net has
classification accuracy of 69.2308%. This accuracy is higher than
the best achievements of WEKA data mining machines given the same
speech data.
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Hossam Hassan Hakeem
A Compositional Framework for Determining Pattern Applicability
PhD: 2010.
[
pdf file ]
The notion of `pattern' originates in the work of Christopher
Alexander and, in recent years, patterns have become a popular
part of software development. A pattern is defined as a
`three-part rule': a relationship between a given context, a
recurring system of forces peculiar to that context, and a
specific spatial configuration that permits resolution of these
forces. In essence, the `context' of a pattern is the whole
system under construction and its state in the construction
process at the point at which the pattern is being applied. The
nature of the context, therefore, changes at every step of the
process and this has significant implications for how patterns
should be used. Specifically, applying each pattern changes the
context by changing the state of the system under construction
and creates both a new design problem and a new context for the
next pattern to be applied. The next picked pattern must have a
certain criteria in order for it to be applied successfully and
this is will be determined by the characteristics of the new
context just created. The issue of composing pattern sequences is
therefore more temporal than it is static and structural (as
provided currently via pattern maps). The decision as to which
one to use is temporally constrained in the sense that the choice
is made only at a particular point in the construction process of
some specific system, and may well be determined, or at least
further constrained, by the current state of that system.
The
fundamental research question that is addressed here is: how is
this dynamically changing context to be presented to guide
pattern applications?
In this thesis, a framework is presented to
provide a systematic analysis of composition of pattern
applications in terms of the properties of their context. Such an
approach will reveal the ordering of patterns in space and time
dimensions. Examples of composition of pattern applications
include:
- One pattern contains or generalises another smaller-scale
pattern (this will be called in thesis refinement);
- Two patterns are complementary, i.e., one pattern needs
the other to be applied before (Sequential Order);
- Two patterns solve different problems that overlap and
coexist on the same level (Parallel Order);
- Two patterns solve the same problem in alternative, but
equally valid ways (Choice in Order).
At the design phase, the framework provides mechanisms for analysing
the choice of composition to ensure the correctness of a design
or to compare between two different designs or to modify an
existing design.
This framework describes a pattern's context via a pair of
constraints, known as Assumption and Commitment. In general, the
Assumption is a constraint placed on the context and the
Commitment is what the solution provided by the pattern commits
to after the pattern's application. In addition, the thesis
provides a set of composition rules that can be applied to aid in
the analysis of the application of pattern sequences.
The approach is domain independent as it does not depend on the
nature of the catalogue from which the patterns originate. The
work has been evaluated using various existing patterns from Ian
Graham's web usability (WU) pattern bank and the User Interface
(UI) patterns of Welie.
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Kevin Jones
A Trust Based Approach to Mobile
Multi-Agent System Security
PhD: May 2010.
[
pdf file ]
This thesis undertakes to provide an architecture and
understanding of the incorporation of trust into the paradigm of
mobile multi-agent systems. Trust deliberation is a soft security
approach to the problem of mobile agent security whereby an agent
is protected from the malicious behaviour of others within the
system. Using a trust approach capitalises on observing malicious
behaviour rather than preventing it.
We adopt an architectural approach to trust such than we do not
provide a model in itself, numerous mathematical models for the
calculation of trust based on a history of observations already
exist. Rather we look to provide the framework enabling such
models to be utilised by mobile agents. As trust is subjective we
envisage a system whereby individual agents will use different
trust models or different weighting mechanisms.
Three architectures are provided. Centralised whereby the platform
itself provides all of the services needed by an agent to make
observations and calculate trust. Decentralised in which each
individual agent is responsible for making observations,
communicating trust and the calculation of its own trust in
others. A hybrid architecture such that trust mechanisms are
provided by the platform and additionally are embedded within the
agents themselves.
As an optimisation of the architectures proposed in this thesis, we
introduce the notion of trust communities. A community is used as
a means to represent the trust information in categorisations
dependant upon various properties. Optimisation occurs in two
ways; Firstly with subjective communities and secondly with
system communities.
A customised implementation framework of the architectures is
introduced in the form of our TEMPLE (Trust Enabled Mobile-agent
PLatform Environment) and stands as the underpinning of a
case-study implementation in order to provide empirical evidence
in the form of scenario test-bed data as to the effectiveness of
each architecture.
The case study chosen for use in a trust based system is that of a
`Fish market' as given the number of interactions, entities, and
migration of agents involved in the system thus, providing
substantial output data based upon the trust decisions made by
agents. Hence, a good indicator of the effectiveness of equipping
agents with trust ability using our architectures.
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Peer Bartels
A Parallel Transformations Framework
for Cluster Environments
PhD: September 2010.
[
pdf file ]
In recent years program transformation technology has matured
into a practical solution for many software reengineering and
migration tasks.
FermaT, an industrial strength program
transformation system, has demonstrated that legacy systems can
be successfully transformed into efficient and maintainable
structured C or COBOL code. Its core, a transformation engine, is
based on mathematically proven program transformations and
ensures that transformed programs are semantically equivalent to
its original state. Its engine facilitates a Wide Spectrum
Language (WSL), with low-level as well as high-level constructs,
to capture as much information as possible during transformation
steps. FermaT’s methodology and technique lack in provision of
concurrent migration and analysis. This provision is crucial if
the transformation process is to be further automated. As the
constraint based program migration theory has demonstrated, it is
inefficient and time consuming, trying to satisfy the enormous
computation of the generated transformation sequence search-space
and its constraints.
With the objective to solve the above problems and to extend the
operating range of the FermaT transformation system, this thesis
proposes a Parallel Transformations Framework which makes
parallel transformations processing within the FermaT environment
not only possible but also beneficial for its migration
process. During a migration process, many thousands of program
transformations have to be applied. For example a 1 million line
of assembler to C migration takes over 21 hours to be computed on
a single PC. Various approaches of search, prediction techniques
and a constraint-based approach to address the presented issues
already exist but they solve them unsatisfactorily. To remedy
this situation, this dissertation proposes a framework to extend
transformation processing systems with parallel processing
capabilities. The parallel system can analyse specified parallel
transformation tasks and produce appropriate parallel
transformations processing outlines. To underpin an automated
objective, a formal language is introduced. This language can be
utilised to describe and outline parallel transformation tasks
whereas parallel processing constraints underpin the parallel
objective.
This thesis addresses and explains how transformation processing
steps can be automatically parallelised within a reengineering
domain. It presents search and prediction tactics within this
field. The decomposition and parallelisation of transformation
sequence search-spaces is outlined. At the end, the presented
work is evaluated on practical case studies, to demonstrate
different parallel transformations processing techniques and
conclusions are drawn.
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Paulo Pinto
Definition of Cross-domain Indexes and Ordering
Functions in Relational Algebra and its Usage in
Relational Database Management Systems
PhD: 2010.
[
pdf file ]
In this thesis, a mathematical model that describes a "Unique
Constraint Domain" is defined. Following, the "Ordered Unique
Constraint Domain" is also mathematically defined. With those
definitions, a cross-domain ordering is also defined.
Then it is shown that relationships between tables in a
Relational Database Management System can be defined in other
forms than the usual ways, using cross-domain indexes, based in
cross-domain ordering. It is shown that all foreign keys in a
database can be transformed in indexes with the benefit of
speeding data access. It is also shown that this technique is
consistent with actual modeling techniques.
It is shown how the index structure, with indexes defined as
functions, can provide support for relationship roles. In
addition, it is also shown how this can provide support for more
than two tables in one relationship and for supporting special
sorting order. The addition of a mathematical function to a
relation that could sort that relation, demonstrating that the
closure property of relations are still kept, shows that this
mathematical model can be used as extension of the base
relational model.
Next, it is shown that with this new technique, commercial
database engines should not degrade performance because all
supporting structures are already present and, in some cases, a
better performance might be achieved.
Code for a prototype based in a Commercial Database Engine has
been added, as an annexe, to show how this new technique can be
used.
Finally, future work can be done in this area considering that
objects other than text and number need to be sorted
(e.g. images, videos, audio data) developing new ways to find
semantics to define order.
The major contribute is the mathematical definition of the "Unique
Constraint Domain" and the "Ordered Unique Constraint Domain"
since they are mathematical models for candidate and primary
keys.
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Keno Buss
Behavioural Patterns for the Analysis of Creative Behaviour
PhD: April 2010.
[
pdf file ]
Analysing human creativity has always been a difficult
undertaking. The reason for this is the vagueness of the term
creativity itself. Philosophers and Researchers have tried to
unveil the secrets behind creativity since centuries. Besides
some principles e.g. defined by Finke, Ward, and Smith [45],
there is no holistic understanding about term creativity and
there will always be discussions between researchers of diffeerent
disciplines about how creativity is achieved.
Current approaches try to understand creativity through studying the
creative artefact or the creative human himself. These approaches
have not lead to any promising results. Instead of focussing on
creativity itself, it is more promising to look at the creative
process of creators. Through this, it is possible to analyse what
happened during the creation of an artefact. The aim of the
analysis is the identification of certain behaviours within the
creative process, which lead to very creative results or in
opposite hinder creativity. The gained knowledge is used for the
creation of patterns, describing this specific behaviour.
The analysis of the creative process is not only interesting for
artists, but also for engineers, researchers, students and many
others. Important target groups for this approach are schools and
universities. Being able to early recognise problems in the
learning curve of a student will enable a directed support, in
order to improve the student's performance.
Until now, the main problem for analysing the creative process of
a creator is the lack of information on how an artefact was
created. Most creators tend not to make many notes during their
creative phase, even if there are famous exemptions like
Beethoven who left behind a huge amount of notices and marked
changes in his work. Hence, the challenge is the development of a
powerful framework, which can cope effectively with the recording
and presentation of this creative process, in order to enable
detailed analyses.
Modern computer technology fosters the recording of the creative
process of a person. Much of today's creative work is achieved
with computers and powerful software applications. Computer
networks and the internet enable new ways of collaboration. The
creation of a flexible, collaborative tool-set is the ideal
approach for the mapping and analysis of the creative process.
A novel approach, based on these ideas, was developed by the
members of the Creative Technologies Research Programme at the
Software Technology Research Laboratory (STRL). The central aim
of the approach is the mapping of the human creativity with
so-called creativity maps. A creativity map is basically
transition system, which allows to store and represent the
creative process as well as to hold each version of the
artefact. The developed De Montfort Creativity Assistant (DMCA),
is a collaborative, web-enabled state-of-the-art software
framework, realising the theoretical concepts.
This thesis represents a substantial contribution to the research
project. The focus of the presented work lies on the analysis and
the support of the creative process. Several novel techniques for
the analysis of massive data sets have been developed. The
presented techniques enable a domain-independent analysis and
support of the creative process. This is huge improvement over
previous concepts, which are highly specialised and focus on the
creative artefact itself. The presented approach required the
development of several novel techniques.
The major contributions of the presented research are:
- Behavioural Patterns
Enable the description of constructs inside the creativity
map. These constructs represent the creative behaviour of the
creator.
- Techniques for a Computer-supported Information
Extraction
A pattern description language enables the computer-supported
information extraction from creativity maps.
- Knowledge Repository
Knowledge, gained through the analysis processes, is stored
centrally and shared with other creators in order to stimulate
further growing of knowledge.
- Concepts for the Analysis and Support of the Creative
Process
Novel concepts allow the structured analysis and support of the
creative process, regardless of the creator's domain.
All developed techniques have been implemented in several tools,
which aim to enrich the DMCA with the ability of a
computer-supported analysis and support of the creative process.
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Sacha Westendorf
Mining for Behavioural
Information in Creative Processes
PhD: March 2010.
[
pdf file ]
Creativity is a topic of high interest in a variety of domains;
many innovations, discoveries and developments are the result of
creative ideas. A prerequisite for the identification of
creativity is an artefact, which needs to be evaluated by the
domain that receives it. The involved actions during the creation
of this artefact represent the creative process of a creator and
include essential information about the involved
creativity. Structuring and analysing this data are important
steps for a better understanding of its nature. A domain
independent framework, which allows to represent the mentioned
structures and provides a set of sound mathematical rules for its
study is used as a formal underpinning for the presented
approach.
Each sequence of actions, which is included in a creative process
describes a behaviour. It contains a rich set of information,
like the particular order or duration of the creation steps and
can be analysed to gain insight into the process. This data might
then eventually be used for the creativity support. The creative
process itself is usually non-linear, as previous stages or ideas
can be revisited by the creator. It instead describes a complex
structure with multiple branches, which is called a creativity
map. This map builds the essential preliminaries for this
thesis. The proposed research presents an approach for the
recording of creative processes and construction of creativity
maps.
Especially if an extensive observation of the creative process is
undertaken, it is possible that a creativity map grows large. It
might then contain information, which are irrelevant or even
disturbing for the current view. This can include particular
subsets or sequences of actions as well as insignificant time
periods or other items that are related to the particular
process. It would be beneficial for the support of an aim
oriented analysis to conceal this information at least
temporarily. The proposed approach therefore introduces the
concept of a Partial Creativity Map (PCM), which allows to hide
subsets of the originally recorded behaviours. A creativity map
can then be modified with respect to the requirements of the
analysis.
Each behaviour in a creativity map possesses a particular
frequency, which allows for a detailed insight into the creator's
preferences as well as common or uncommon activities. This range
of frequency related information can be useful for the creativity
support, for instance in situations where the creator is
"stuck". Behaviours that were performed frequently in similar
situations might be helpful in this case. The proposed research
introduces a classification of frequent behaviours and explains
its use for the description of their dynamics, which enable to
reason about temporal properties of behaviours.
An initial version of the De Montfort Creativity Assistant (DMCA)
is implemented for the prototype tool support of this
research. Its aim is the construction of an open and extendible
framework that allows to study the collected data and support
creative processes. It is designed as a pluggable system which
provides a convenient environment for the creation, sharing and
communication of artefacts. Clear and domain-independent
interfaces provide the required structures for a seamless
integration of new components. The included tools and
particularly the De Montfort Creativity Mapper (DMCM) are capable
of observing, constructing and modifying the creative process and
the corresponding creativity map.
The presented approach is evaluated with three case studies. They
illustrate the recording of creative processes, construction of
creativity maps and information hiding and extraction
strategies. The thesis is finally summarised, limitations are
explained and suggestions for future directions are presented.
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Hong Zhou
A Knowledge Based Reengineering Approach via Ontology
and Description Logic
PhD: 2011.
[
pdf file ]
Traditional software reengineering often involves a great deal of
manual effort by software maintainers. This is time consuming and
error prone. Due to the knowledge intensive properties of
software reengineering, a knowledge-based solution is proposed in
this thesis to semi-automate some of this manual effort. This
thesis aims to explore the principle research question: "How can
software systems be described by knowledge representation
techniques in order to semi-automate the manual effort in
software reengineering?"
The underlying research procedure of this thesis is scientific method,
which consists of: observation, proposition, test and
conclusion. Ontology and description logic are employed to model
and represent the knowledge in different software systems, which
is integrated with domain knowledge. Model transformation is used
to support ontology development. Description logic is used to
implement ontology mapping algorithms, in which the problem of
detecting semantic relationships is converted into the problem of
deducing the satisfiability of logical formulae. Operating system
ontology has been built with a top-down approach, and it was
deployed to support platform specific software migration [132]
and portable software development [18]. Data-dominant software
ontology has been built via a bottom-up approach, and it was
deployed to support program comprehension [131] and
modularisation [130].
This thesis suggests that software systems can be represented by
ontology and description logic. Consequently, it will help in
semi-automating some of the manual tasks in software
reengineering. However, there are also limitations: bottom-up
ontology development may sacrifice some complexity of systems;
top-down ontology development may become time consuming and
complicated. In terms of future work, a greater number of diverse
software system categories could be involved and different
software system knowledge could be explored.
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Ruimin Liu
An agent-based service-oriented approach to evolving legacy software systems into a pervasive computing environment
PhD: 2010.
[
pdf file ]
Mark Wesier described his vision of Ubiquitous Computing (which
now is also called Pervasive Computing) in a seminal paper in
1991. His vision is becoming a reality: the ever-increasing
availability of inexpensive computation and storage has
introduced computers into nearly every facet of our everyday
lives, while a revolution in communications has brought
high-bandwidth communications into our homes and
offices. Wireless communications also have exploded, making
digital services available nearly everywhere.
Pervasive Computing will be a fertile source of challenging research
problems in computer systems for many years to come. Many
research organisations represent a broad communal effort. There
are many useful utilities can be used, both in enterprise and in
research field, include ubiquitous devices, software for
Pervasive Computing environment and infrastructure. But until
today, there is less attention to the software evolution in
Pervasive Computing environments.
This thesis focuses on an Agent-Based Service-Oriented approach to
evolving legacy system into a Pervasive Computing
environment. The methodology consists of multiple phases: using
reverse engineering techniques to comprehend and decompose legacy
systems, employing XML and Web Services to transform and
represent a legacy system as pervasive services, and integrating
these pervasive services into pervasive computing environments
with agent based integration technology.
A legacy intelligent building system is used as a case study for
experiments with the approach, which demonstrates that the
proposed approach has the ability to evolve legacy systems into
pervasive service environments seamlessly. Conclusion is drawn
based on analysis and further research directions are also
discussed.
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Saud Alotaibi
Stability of secure routing protocol in ad hoc wireless network
PhD: 2010.
[
pdf file ]
Ad hoc wireless networking is a new approach to wireless
communication with potential applications in very unpredictable
and dynamic environments. In contrast to wired and cellular
networks, an ad hoc wireless network does not depend on any
established infrastructure or centralised administration such as
a base station. It is an autonomous system of wireless mobile
nodes that move freely and randomly, organising themselves
arbitrarily. Therefore, its network topology is dynamic in nature
and may change rapidly and unpredictably. Hence, the
intercommunications among nodes will change continuously. Such
networks have no infrastructure for achieving end-to-end routing
of packets. The nodes communicate with each other without the
intervention of a centralized administration; thus each acts both
as a router and as a host.
The security of ad hoc wireless
networks is becoming an increasingly complex issue. Many
applications today, especially military and emergency ones, are
based upon ad hoc wireless networks, where security requirements
are harder to enforce than in traditional networks. Securing
routing creates particular difficulties, since these networks
have neither centrally administrated secure routers nor strict
policies of use. The network topology is rapidly changing due to
nodes in the networks being highly mobile, thus creating the
presence or absence of links. Therefore, routing is especially
difficult to accomplish securely, robustly and efficiently at the
same time. Security requirements such as authentication,
non-repudiation, data integrity and confidentiality, which would
otherwise be provided by a central server, must be enabled and
provided by all nodes.
The contributions of this research are
threefold. First, it offers a new routing approach to ad hoc
wireless network protocols: the Enhanced Heading-direction Angle
Routing Protocol (EHARP), which is an enhancement of HARP based
on an on-demand routing scheme. We have added important features
to overcome its disadvantages and improve its performance,
providing the stability and availability required to guarantee
the selection of the best path. Each node in the network is able
to classify its neighbouring nodes according to their heading
directions into four different zone-direction groups. The zone
direction is reduced until the node can select the strongest and
most stable link and so increase availability in the
network. Each node in the network has a counter for the stability
of link (SL) to its neighbouring nodes, which indicates which
nodes are active in the network, improving the performance of the
network and increasing the likelihood of selecting the optimal
path. EHARP is based on the time and acknowledgement message in
order to guarantee the selection of the path and link stability.
The second contribution is to present a new Secure Enhanced
Heading-direction Angle Routing Protocol (SEHARP) for ad hoc
networks based on the integration of security mechanisms that
could be applied to the EHARP routing protocol. It proposes a
novel secure routing protocol to improve the security level in ad
hoc networks, based on key management and a secure node-to-node
path, which protects data to satisfy our security requirements:
the detection of malicious nodes, authentication, authorisation,
confidentiality, availability, data integrity and a guarantee of
secure correct route discovery. SEHARP works as a group and has
three stages:
- Distribution of keys and certificate stage.
- Secure path stage.
- Secure routing protocol stage.
Thirdly, we present a new approach to security of access in
hostile environments based on the history and relationships among
the nodes and on digital operation certificates. We also propose
an access activity diagram which explains the steps taken by a
node. Security depends on access to the history of each unit,
which is used to calculate the cooperative values of each node in
the environment. The calculated cooperative values are then used
by the relationship estimator to determine the status of the
nodes. Each node should be capable of making its own security
decisions based on cooperation with other peer nodes.
The EHARP and SEHARP protocols are both evaluated using the NS-2
network simulator. The NS-2-based evaluation tests the two
proposed protocols in real network environments and measures
their communication costs using other evaluation metrics such as
the data packet delivery ratio, the efficiency of data packet
delivery, the average end-to-end-delay of data packets and
overheads. The results of the evaluation study shows and prove
that EHARP is a protocol that provides a high level of
availability, scalability, flexibility and efficiently for Ad hoc
Wireless Network. Also the evaluation study shows and proves that
SEHARP is fully security protocol that provides a high level of
secure, available, scalable, flexible and efficient for Ad hoc
Wireless Network.
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Abdulrazaq Al-Morjan
An investigation into a digital forensic model to distinguish between "insider" and "outsider"
PhD: 2010.
[
pdf file ]
IT systems are attacked using computers and networks to
facilitate their crimes and hide their identities, creating new
challenges for corporate security investigations. There are two
main types of attacker: insiders and outsiders. Insiders are
trusted users who have gained authorised access to an
organisation's IT resources in order to execute their job
responsibilities. However, they deliberately abuse their
authorised (i.e. insider) access in order to contravene an
organisation's policies or to commit computer crimes. Outsiders
gain insider access to an organisation's IT objects through their
ability to bypass security mechanisms without prior knowledge of
the insider's job responsibilities, an advanced method of
attacking an organisation‟s resources in such a way as to prevent
the abnormal behaviour typical of an outsider attack from being
detected, and to hide the at-tacker‟s identity.
For a number of reasons, corporate security investigators face a major
challenge in distinguishing between the two types of attack. Not
only is there no definitive model of digital analysis for making
such a distinction, but there has to date been no intensive
research into methods of doing so. Identification of these
differences is attempted by flawed investigative approaches to
three aspects: location from which an attack is launched, attack
from within the organisation's area of control, and authorised
access. The results of such unsound investigations could render
organisations subject to legal action and negative publicity.
To address the issue of the distinction between insider and outsider
attacks, this research improves upon the first academic forensic
analysis model, Digital Forensic Research Workshop (DFRWS)
[63]. The outcome of this improvement is the creation of a
Digital Analysis Model for Distinction between Insider and
Outsider Attacks (DAMDIOA), a model that results in an
improvement in the analysis investigation process, as well as the
process of decision. This improvement is effected by two types of
proposed decision: fixed and tailored. The first is based on a
predetermined logical condition, the second on the proportion of
suspicious activity. The advantage of the latter is that an
organisation can adjust its threshold of tolerance for such
activity based on its level of concern for the type of attack
involved.
This research supports the possibility of distinguishing between
insider and outsider attacks by running a network simulation
which carried out a number of email attack experiments to test
DAMDIOA. It found that, when DAMDIOA used predetermined decisions
based on legitimate activities, it was able to differentiate the
type of attack in seven of the eight experiments conducted. It
was the tailored decisions with threshold levels Th=0.2 and 0.3
that conferred the ability to make such distinctions.
When the researcher compared legitimate activities, including users'
job responsibilities, with the current methods of distinguishing
between insider and outsider attacks,the criterion of authorised
access failed three times to make that distinctions. This method
of distinction is useless when there is a blank or shared
password. He also discovered that both the location from which an
attack was launched and attacks from areas within an
organisation's control failed five times to differentiate between
such attacks. There are no substantive differences between these
methods. The single instance in which the proposed method failed
to make these distinctions was because the number of legitimate
activities equalled the number of suspicious ones.
DAMDIOA has been used by two organisations for dealing with the misuse
of their computers, in both cases located in open areas and
weakly protected by easily guessed passwords. IT policy was
breached and two accounts moved from the restricted to the
unlimited Internet policy group. This model was able to identify
the insiders concerned by reviewing recorded activities and
linking them with the insiders' job responsibilities.
This model also highlights users' job responsibilities as a valuable
source of forensic evidence that may be used to distinguish
between insider and outsider attacks. DAMDIOA may help corporate
security investigators identify suspects accurately and avoid
incurring financial loss for their organisations. This research
also recommends many improvements to the process by which user
activities are collected before the attack takes place, thereby
enabling distinctions to be better drawn. It also proposes the
creation of a physical and logical log management system, a
centralised database for all employee activities that will reduce
organisations' financial expenditures. Suggestions are also
proposed for future research to classify legitimate and
suspicious activities, evaluate them, identify the important ones
and standardise the process of identifying and collecting users'
job responsibilities. This work will remove some of the
limitations of the proposed model.
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Ali Alqahtani
Leveraging service-oriented business applications to a rigorous rule-centric dynamic behavioural architecture
PhD: May 2010.
[
pdf file ]
Today's market competitiveness and globalisation are putting
pressure on organisations to join their efforts, to focus more on
cooperation and interaction and to add value to their
businesses. That is, most information systems supporting these
cross-organisations are characterised as service-oriented
business applications, where all the emphasis is put on
inter-service interactions rather than intra-service
computations.
Unfortunately for the development of such inter-organisational
service-oriented business systems, current service technology
proposes only ad-hoc, manual and static standard web-service
languages such as WSDL, BPEL and WS-CDL [3, 7].
The main objective of the work reported in this thesis is thus to
leverage the development of service-oriented business
applications towards more reliability and dynamic adaptability,
placing emphasis on the use of business rules to govern
activities, while composing services. The best available
software-engineering techniques for adaptability, mainly
aspect-oriented mechanisms, are also to be integrated with
advanced formal techniques. More specifically, the proposed
approach consists of the following incremental steps. First, it
models any business activity behaviour governing any
service-oriented business process as Event-Condition-Action (ECA)
rules. Then such informal rules are made more
interaction-centric, using adapted architectural
connectors. Third, still at the conceptual-level, with the aim of
adapting such ECA-driven connectors, this approach borrows
aspect-oriented ideas and mechanisms, and proposes to intercept
events, select the properties required for interacting entities,
explicitly and separately execute such ECA-driven behavioural
interactions and finally dynamically weave the results into the
entities involved. To ensure compliance and to preserve the
implementation of this architectural conceptualisation, the work
adopts the Maude language as an executable operational
formalisation. For that purpose, Maude is first endowed with the
notions of components and interfaces. Further, the concept of
ECA-driven behavioural interactions are specified and implemented
as aspects. Finally, capitalising on Maude reflection, the thesis
demonstrates how to weave such interaction executions into
associated services.
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Qing Duan
An approach to architecture-centric domain-specific modelling and implementation for software development and reuse
PhD: 2010.
[
pdf file ]
Model-driven development has been considered to be the hope of
improving software productivity significantly. However, it has
not been achieved even after many years of research and
application. Models are only and still used at the analysis and
design stage, furthermore, models gradually deviate from system
implementation.
The thesis integrates domain-specific modelling and web service
techniques with model-driven development and proposes a unified
approach, SODSMI (Service Oriented executable Domain-Specific
Modelling and Implementation), to build the executable
domain-specific model and to achieve the target of model-driven
development. The approach is organised by domain space at
architectural level which is the elementary unit of the
domain-specific modelling and implementation framework. The
research of SODSMI is made up of three main parts:
Firstly, xDSM (eXecutable Domain-Specific Model) is proposed as the
core construction for domain-specific modelling. Behaviour
scenario is adopted to build the meta-modelling framework for
xDSM.
Secondly, XDML language (eXecutable Domain-specific Meta-modelling
Language) is designed to describe the xDSM meta-model and its
application model.
Thirdly, DSMEI (Domain-Specific Model Execution Infrastructure) is
designed as the execution environment for xDSM. Web services are
adopted as the implementation entities mapping to core functions
of xDSM so as to achieve the service-oriented domain-specific
application.
The thesis embodies the core value of model and provides a feasible
approach to achieve real model-driven development from modelling
to system implementation which makes domain-specific software
development and reuse coming true.
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Omar Alshathry
A regression-based model for optimising cost of software quality assurance
PhD: 2010.
[
pdf file ]
In the software development process, project managers are always
concerned about the triple constraints of their system which are
cost, schedule and quality due to the inability to accurately
quantify the trade-off process between them. Software cost
estimation models like COCOMO and COQUALMO and software quality
process standards like ISO 9126 are used to predict software
effort and defects estimation and to assess the quality of
software being built. However, those models are based on data
analysis of many previous software projects which may incur
difficulties for an organisation to tailor any of those models to
itself. Moreover, these models have not addressed the trade-off
problem between the software triple constraints.
Cost of software quality (CoSQ) is a pressing concern for project
managers as it has been estimated that around 40% of the software
budget is spent unwisely on the defect detection and removal
processes. The investment of quality improvements needs to be
optimised in a way that does not affect the cost and schedule
aspects. However, as is currently practiced in the industry,
software artifacts, with respect to quality improvement
activities, are considered equal in their significance and risk
to the software development life cycle. The investment in
activities concerning the detection and removal of defects is
distributed evenly on the software artifacts without taken into
consideration the risk and significance factors of such
artifacts.
Our model gives the project manager the ability to control the
investment given to the software QA plan by implementing
optimisation techniques that are based on the data manipulation
of historical projects. In addition, the project managers and QA
practitioners relying on our model can handle and cope with
unforeseen constraints related to their software development
process. They can get optimal QA decisions to deal with budget
shortage, schedule reduction or to achieve targets like a target
of defect removal success, a minimal quality cost, etc.
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Zihou Zhou
Evaluating websites using a practical quality model
MPhil: 2009.
[
pdf file ]
Many of the existing website evaluation methods and criteria for
evaluating website quality are not able to sufficiently assess
the performance and quality of a website, and most of them
focus on usability and accessibility. This thesis aims at
proposing the website quality metrics and methods to measure the
website interface and reputation quality factors. The evaluation
metrics has a framework which can be viewed as a hierarchical
tree with three levels. The first level is composed of five
quality characteristics: Aesthetics, Ease of Use, Multimedia,
Rich Content and Reputation. The second level breaks down the
first level quality characteristics into sub-characteristics and
the third level further breaks down the second level
sub-characteristics into measurable criteria. This thesis is
particularly concerned with two major quality characteristics:
Aesthetics and Reputation, and also the several website
measurable criteria (indicators) that now apply to almost all
live websites.
A website evaluation tool is provided by this study to measure
website quality automatically. It includes a traversal unit,
parsing unit, data metrics unit and user interface unit. Also
some effective algorithms are used in each unit: data crawler,
recursive, parser and data transmission. According to relative
issues in previous research about website evaluation metrics,
there are only a few of them that use same methods as this study
to completely measure the website metrics, and highlight the
entire website quality scores that meet the users' requirements.
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Yang Xu
Business rules based legacy system evolution towards service-oriented architecture
PhD: 2010.
[
pdf file ]
This is a critical time for companies to bring technology and
business together as never before. An accelerating competition
demands businesses change at a pace that was inconceivable a
decade ago. Business must respond with ever faster continuous
improvement of existing operations and the constant introduction
of new products. Only companies that master the required rhythm
of change will persevere and prosper. Global collaboration and
emerging corporate cultures are creating a new type of innovative
enterprise: one based on services.
Enterprises can be empowered to live up to the potential of becoming
dynamic, agile and real-time. Service orientation is emerging
from the amalgamation of a number of key business, technology and
cultural developments. Three essential trends in particular are
coming together to create a new revolutionary breed of
enterprise, the service-oriented enterprise (SOE): (1) the
continuous performance management of the enterprise; (2) the
emergence of business process management; and (3) advances in the
standards-based service-oriented infrastructures.
This thesis focuses on this emerging three-layered architecture that
builds on a service-oriented architecture framework, with a
process layer that brings technology and business together, and a
corporate performance layer that continually monitors and
improves the performance indicators of global enterprises
provides a novel framework for the business context in which to
apply the important technical idea of service orientation and
moves it from being an interesting tool for engineers to a
vehicle for business managers to fundamentally improve their
businesses.
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Saleh Saeed AlZaharani
Regionally distributed architecture for dynamic e-learning environment (RDADeLE)
PhD: 2010.
[
pdf file ]
e-Learning is becoming an influential role as an economic method
and a flexible mode of study in the institutions of higher
education today which has a presence in an increasing number of
college and university courses. e-Learning as system of systems
is a dynamic and scalable environment. Within this environment,
e-learning is still searching for a permanent, comfortable and
serviceable position that is to be controlled, managed, flexible,
accessible and continually up-to-date with the wider university
structure. As most academic and business institutions and
training centres around the world have adopted the e-learning
concept and technology in order to create, deliver and manage
their learning materials through the web, it has become the focus
of investigation. However, management, monitoring and
collaboration between these institutions and centres is limited.
Existing technologies such as grid, web services and agents are
promising better results. In this research a new architecture has
been developed and adopted to make the e-learning environment
more dynamic and scalable by dividing it into regional data grids
which are managed and monitored by agents. Multi-agent technology
has been applied to integrate each regional data grid with others
in order to produce an architecture which is more scalable,
reliable, and efficient. The result we refer to as Regionally
Distributed Architecture for Dynamic e-Learning Environment
(RDADeLE).
Our RDADeLE architecture is an agent-based grid environment
which is composed of components such as learners, staff, nodes,
regional grids, grid services and Learning Objects (LOs). These
components are built and organised as a multi-agent system (MAS)
using the Java Agent Development (JADE) platform. The main role
of the agents in our architecture is to control and monitor grid
components in order to build an adaptable, extensible, and
flexible grid-based e-learning system. Two techniques have been
developed and adopted in the architecture to build LOs'
information and grid services. The first technique is the
XML-based Registries Technique (XRT). In this technique LOs'
information is built using XML registries to be discovered by the
learners. The registries are written in Dublin Core Metadata
Initiative (DCMI) format. The second technique is the
Registered-based Services Technique (RST). In this technique the
services are grid services which are built using agents. The
services are registered with the Directory Facilitator (DF) of a
JADE platform in order to be discovered by all other
components. All components of the RDADeLE system, including grid
service, are built as a multi-agent system (MAS). Each regional
grid in the first technique has only its own registry, whereas in
the second technique the grid services of all regional grids have
to be registered with the DF.
We have evaluated the RDADeLE system guided by both techniques
by building a simulation of the prototype. The prototype has a
main interface which consists of the name of the system (RDADeLE)
and a specification table which includes Number of Regional
Grids, Number of Nodes, Maximum Number of Learners connected to
each node, and Number of Grid Services to be filled by the
administrator of the RDADeLE system in order to create the
prototype.
Using the RST technique shows that the RDADeLE system can be
built with more regional grids with less memory
consumption. Moreover, using the RST technique shows that more
grid services can be registered in the RDADeLE system with a
lower average search time and the search performance is increased
compared with the XRT technique. Finally, using one or both
techniques, the XRT or the RST, in the prototype does not affect
the reliability of the RDADeLE system.
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Mohammed Alawairdhi
A Re-engineering approach for software systems complying with the utilisation of ubiquitous computing technologies
PhD: 2009.
[
pdf file ]
The evident progression of ubiquitous technologies has put
forward the introduction of new features which software systems
can sustain. Several of the ubiquitous technologies available
today are regarded as fundamental elements of many software
applications in various domains. The utilisation of ubiquitous
technologies has an apparent impact on business processes that
can grant organisations a competitive advantage and improve their
productivity. The change in the business processes in such
organisations typically leads to a change in the underlying
software systems.
In addressing the need for change in the underlying software
systems, this research is focused on establishing a general
framework and methodology to facilitate the reengineering of
software systems in order to allow the incorporation of new
features which are introduced by the employment of ubiquitous
technologies. Although this thesis aims to be general and not
limited to a specific programming language or software
development approach, the focus is on Object-Oriented
software. The reengineering framework follows a systematic
step-based approach, with greater focus on the reverse
engineering aspect. The four stages of the framework are: program
understanding, additional-requirement engineering, integration,
and finally the testing and operation stage.
In its first stage, the proposed reengineering framework regards
the source code as the starting point to understand the system
using a static-analysis based method. The second stage is
concerned with the elicitation of the user functional
requirements resulting from the introduction of ubiquitous
technologies. In the third stage, the goal is to integrate the
system’s components and hardware handlers using a developed
integration algorithm and available integration techniques. In
the fourth and final stage, which is discussed in a general
manner only in this thesis, the reengineered system is tested and
put in the operation phase.
The proposed approach is demonstrated using a case study in Java
to show that the proposed approach is feasible and promising in
its domain. Conclusions are drawn based on analysis and further
research directions are discussed at the end of the study.
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Mohamed Sarrab
Policy based runtime verification of information flow
PhD: 2011.
[
pdf file ]
Standard security mechanism such as Access control, Firewall and
Encryption only focus on controlling the release of information
but no limitations are placed on controlling the propagation of
that confidential information. The principle problem of
controlling sensitive information confidentiality starts after
access is granted. The research described in this thesis belongs
to the constructive research field where the constructive refers
to knowledge contributions being developed as a new framework,
theory, model or algorithm. The methodology of the proposed
approach is made up of eight work packages. One addresses the
research background and the research project requirements. Six
are scientific research work packages. The last work package
concentrates on the thesis writing up.
There is currently no monitoring mechanism for controlling information
flow during runtime that support behaviour configurability and
User interaction. Configurability is an important requirement
because what is considered to be secure today can be insecure
tomorrow. The interaction with users is very important in
flexible and reliable security monitoring mechanism because
different users may have different security requirements. The
interaction with monitoring mechanism enables the user to change
program behaviors or modify the way that information flows while
the program is executing. One of the motivation for this research
is the information flow policy in the hand of the end user.
The main objective of this research is to develop a usable
security mechanism for controlling information flow within a
software application during runtime. Usable security refers to
enabling users to manage their systems security without defining
elaborate security rules before starting the application. Our aim
is to provide usable security that enables users to manage their
systems' security without defining elaborate security rules
before starting the application. Security will be achieved by an
interactive process in which our framework will query the user
for security requirements for specific pieces of information that
are made available to the software and then continue to enforce
these requirements on the application using a novel runtime
verification technique for tracing information flow.
The main achievement of this research is a usable security
mechanism for controlling information flow within a software
application during runtime. Security will be achieved by an
interactive process to enforce user requirements on the
application using runtime verification technique for tracing
information flow. The contributions are as following.
- Runtime Monitoring: The proposed runtime monitoring
mechanism ensures that the program execution are contains only
legal flows that are defined in the information flow policy or
approved by the user.
- Runtime Management: The behaviour of a program that about
to leak confidential information will be altered by the monitor
according to the user decision.
- User interaction control: The achieved user interaction
with the monitoring mechanism during runtime enable users to
change the program behaviors while the program is executing.
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Nasser Alwan Alalwan
Ontological Approach for Database Integration
PhD: 2011.
[
pdf file ]
Database integration is one of the research areas that have
gained a lot of attention from researcher. It has the goal of
representing the data from different database sources in one
unified form.
To reach database integration we have to face two obstacles. The first
one is the distribution of data, and the second is the
heterogeneity. The Web ensures addressing the distribution
problem, and for the case of heterogeneity there are many
approaches that can be used to solve the database integration
problem, such as data warehouse and federated databases. The
problem in these two approaches is the lack of
semantics. Therefore, our approach exploits the Semantic Web
methodology. The hybrid ontology method can be facilitated in
solving the database integration problem. In this method two
elements are available; the source (database) and the domain
ontology, however, the local ontology is missing. In fact, to
ensure the success of this method the local ontologies should be
produced. Our approach obtains the semantics from the logical
model of database to generate local ontology. Then, the
validation and the enhancement can be acquired from the semantics
obtained from the conceptual model of the database.
Now, our approach can be applied in the generation phase and the
validation-enrichment phase. In the generation phase in our
approach, we utilise the reverse engineering techniques in order
to catch the semantics hidden in the SQL language. Then, the
approach reproduces the logical model of the database. Finally,
our transformation system will be applied to generate an
ontology.
In our transformation system, all the concepts of classes,
relationships and axioms will be generated. Firstly, the process
of class creation contains many rules participating together to
produce classes. Our unique rules succeeded in solving problems
such as fragmentation and hierarchy. Also, our rules eliminate
the superfluous classes of multi-valued attribute relation as
well as taking care of neglected cases such as: relationships
with additional attributes. The final class creation rule is for
generic relation cases. The rules of the relationship between
concepts are generated with eliminating the relationships between
integrated concepts. Finally, there are many rules that consider
the relationship and the attributes constraints which should be
transformed to axioms in the ontological model.
The formal rules of our approach are domain independent; also, it
produces a generic ontology that is not restricted to a specific
ontology language. The rules consider the gap between the
database model and the ontological model. Therefore, some
database constructs would not have an equivalent in the
ontological model.
The second phase consists of the validation and the enrichment
processes. The best way to validate the transformation result is
to facilitate the semantics obtained from the conceptual model of
the database. In the validation phase, the domain expert captures
the missing or the superfluous concepts (classes or
relationships). In the enrichment phase, the generalisation
method can be applied to classes that share common
attributes. Also, the concepts of complex or composite attributes
can be represented as classes.
We implement the transformation system by a tool called SQL2OWL in
order to show the correctness and the functionally of our
approach.
The evaluation of our system showed the success of our proposed
approach. The evaluation goes through many techniques. Firstly, a
comparative study is held between the results produced by our
approach and the similar approaches. The second evaluation
technique is the weighting score system which specify the
criteria that affect the transformation system. The final
evaluation technique is the score scheme. We consider the quality
of the transformation system by applying the compliance measure
in order to show the strength of our approach compared to the
existing approaches. Finally the measures of success that our
approach considered are the system scalability and the
completeness.
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Murad Magableh
A Generic Architecture
for Semantic Enhanced Tagging Systems
PhD: 2011.
[
pdf file ]
The Social Web, or Web 2.0, has recently gained popularity
because of its low cost and ease of use. Social tagging sites
(e.g. Flickr and YouTube) offer new principles for endusers to
publish and classify their content (data). Tagging systems
contain free-keywords (tags) generated by end-users to annotate
and categorise data. Lack of semantics is the main drawback in
social tagging due to the use of unstructured
vocabulary. Therefore, tagging systems suffer from shortcomings
such as low precision, lack of collocation, synonymy,
multilinguality, and use of shorthands. Consequently, relevant
contents are not visible, and thus not retrievable while
searching in tag-based systems.
On the other hand, the Semantic Web, so-called Web 3.0, provides
a rich semantic infrastructure. Ontologies are the key enabling
technology for the Semantic Web. Ontologies can be integrated
with the Social Web to overcome the lack of semantics in tagging
systems.
In the work presented in this thesis, we build an architecture to
address a number of tagging systems drawbacks. In particular, we
make use of the controlled vocabularies presented by ontologies
to improve the information retrieval in tag-based systems. Based
on the tags provided by the end-users, we introduce the idea of
adding "system tags" from semantic, as well as social,
resources. The "system tags" are comprehensive and wide-ranging
in comparison with the limited "user tags". The system tags are
used to fill the gap between the user tags and the search terms
used for searching in the tag-based systems. We restricted the
scope of our work to tackle the following tagging systems
shortcomings:
- The lack of semantic relations between user tags and search
terms (e.g. synonymy, hypernymy),
- The lack of translation mediums between user tags and
search terms (multilinguality),
- The lack of context to define the emergent shorthand writing user
tags.
To address the first shortcoming, we use the WordNet ontology as
a semantic lingual resource from where system tags are
extracted. For the second shortcoming, we use the MultiWordNet
ontology to recognise the cross-languages linkages between
different languages. Finally, to address the third shortcoming,
we use tag clusters that are obtained from the Social Web to
create a context for defining the meaning of shorthand writing
tags.
A prototype for our architecture was implemented. In the
prototype system, we built our own database to host videos that
we imported from real tag-based system (YouTube). The user tags
associated with these videos were also imported and stored in the
database. For each user tag, our algorithm adds a number of
system tags that came from either semantic ontologies (WordNet or
MultiWordNet), or from tag clusters that are imported from the
Flickr website. Therefore, each system tag added to annotate the
imported videos has a relationship with one of the user tags on
that video. The relationship might be one of the following:
synonymy, hypernymy, similar term, related term, translation, or
clustering relation.
To evaluate the suitability of our proposed system tags, we developed
an online environment where participants submit search terms and
retrieve two groups of videos to be evaluated. Each group is
produced from one distinct type of tags; user tags or system
tags. The videos in the two groups are produced from the same
database and are evaluated by the same participants in order to
have a consistent and reliable evaluation. Since the user tags
are used nowadays for searching the real tag-based systems, we
consider its efficiency as a criterion (reference) to which we
compare the efficiency of the new system tags.
In order to compare the relevancy between the search terms and
each group of retrieved videos, we carried out a statistical
approach. According to Wilcoxon Signed-Rank test, there was no
significant difference between using either system tags or user
tags. The findings revealed that the use of the system tags in
the search is as efficient as the use of the user tags; both
types of tags produce different results, but at the same level of
relevance to the submitted search terms.
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Muhammad Asif Khan
A Co-Evolutionary Framework to Reducing the Gap between Business and Information Technology
PhD: 2011.
[
pdf file ]
Over the past few years information technology (IT) and business
alignment has become a great concern to organizations. To achieve
alignment has become a daunting task for organizations due to
rapid changes in business environment and lack of IT support. In
business organizations business processes and IT are interrelated
and interact with each other where one entity influences to
another entity i.e. evolution in business processes requires
evolution in IT and vice versa. When this co-evolution is not
well aligned, a gap is created due to wrong configuration between
business requirements and IT deployment.
Organizations usually strive to bridge the gap by implementing
business and IT strategies (i.e. top-down planning) and tend to
ignore other aspects of the co-evolution. Alignment is a
continuous co-evolutionary process in which all components of
business and IT are interrelated and enhance organization
performance. The co-evolution between business and IT is not
restricted to a level but it occurs at all levels and therefore,
it is necessary to understand and study co-evolution at all
levels within organizations. This thesis presents a
co-evolutionary framework that helps to study and understand the
co-evolution at three levels i.e. strategic level, operational
level and individual level in an integrated fashion. The three
levels need to co-evolve so that all components at each level
co-evolve. This framework will speed up the alignment in
organizations. We argue that the lack of knowledge of business
among IT people and IT knowledge among business executives may
cause the gap; therefore, a need arises to have a knowledgeable
mediator between the domains that could help in the
co-evolution. A K-mediator (i.e. knowledge mediator) has been
used in the proposed co-evolutionary framework that facilitates
the co-evolution at each level. Finally the thesis presents a
case study in financial domain in order to evaluate and validate
the framework.
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Mohammed H. Al-Sammarraie
Policy-based Approach for Context-aware Systems
PhD: 2011.
[
pdf file ]
Pervasive (ubiquitous) computing is a new paradigm where the
computers are submerged into the background of the everyday
life. One important aspect of pervasive systems is
context-awareness. Context-aware systems are those that can adapt
their behaviours according to the current context. Context-aware
applications are being integrated into our everyday activity
aspects such as: health care, smart homes and
transportations. There exist a wide range of context-aware
applications such as: mobile phones, learning systems, smart
vehicles.
Some context-aware systems are critical since the consequence of
failing to identify a given context may be catastrophic. For
example, an auto-pilot system is a critical context-aware system;
it senses the humidity, clouds, wind speed and accordingly
adjusts the altitude, throttle and other parameters. Being a
critical context-aware system has to be provably correct.
Policy-based approaches has been used in many applications but
not in context-aware systems. In this research, we want to
discover the anatomy (i.e. architecture, structure and
operational behaviour) of policy-based management as applied to
context-aware systems, and how policies are managed within such a
dynamic system.
We propose a novel computational model and its formalisation is
presented using the Calculus of Context-aware Ambients (CCA). CCA
has been proposed as a suitable mathematical notation to model
mobile and context-aware systems. We decided to use CCA due to
three reasons: (i) in CCA, mobility and context-awareness are
primitive constructs and are treated as first-class citizens;
(ii) properties of a system can be formally analysed; (iii) CCA
specifications are executable, and thus, leading to rapid
prototyping and early validation of the system properties. We,
then show how policies can be expressed in CCA. For illustration,
the specification of the event-condition-action (ECA) conceptual
policy model is modelled in CCA in a natural fashion.
We also propose a policy-based architecture for context-aware
systems, showing its different components, and how they
interact. Furthermore, we give the specification of the policy
enforcement mechanism used in our proposed architecture in CCA.
To evaluate our approach, a real-world case study of an
infostation-based mobile learning (mLearning) system is
chosen. This mLearning system is deployed across a university
campus to enable mobile users to access mobile services
(mServices) represented by course materials (lectures, tests and
tutorials) and communication services (intelligent message
notification and VoIP). Users can access the mServices through
their mobile devices (Hand-set phones, PDAs and laptops)
regardless of their device type or location within a university
campus. We have specified the mLearning system in CCA
(i.e. specification based on policies of the mServices),
afterwards, the specification is simulated using the CCA
interpreter tool.
We have developed an animation tool specially designed for the
mLearning system. The animation tool provides graphical
representation of the CCA processes. In terms of safety and
liveness, some important properties of the mLearning system have
been validated as a proof of concept.
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Peter Trapp
Performance Improvements Using Dynamic Performance Stubs
PhD: 2011.
[
pdf file ]
If you think performance is expensive, try using a paralyzed
system.
This thesis proposes a new methodology to extend the software
performance engineering process. Common performance measurement
and tuning principles mainly target to improve the software
function itself. Hereby, the application source code is studied
and improved independently of the overall system performance
behavior. Moreover, the optimization of the software function has
to be done without an estimation of the expected optimization
gain. This often leads to an under- or over-optimization, and
hence, does not utilize the system sufficiently.
The proposed performance improvement methodology and framework,
called dynamic performance stubs, improves the before mentioned
insufficiencies by evaluating the overall system performance
improvement. This is achieved by simulating the performance
behavior of the original software functionality depending on an
adjustable optimization level prior to the real optimization. So,
it enables the software performance analyst to determine the
systems' overall performance behavior considering possible
outcomes of different improvement approaches. Moreover, by using
the dynamic performance stubs methodology, a cost-benefit
analyses of different optimizations regarding the performance
behavior can be done.
The approach of the dynamic performance stubs is to replace the
software bottleneck by a stub. This stub combines the simulation
of the software functionality with the possibility to adjust the
performance behavior depending on one or more different
performance aspects of the replaced software function. A general
methodology for using dynamic performance stubs as well as
several methodologies for simulating different performance
aspects are discussed. Finally, several case studies to show the
application and usability of the dynamic performance stubs
approach are presented.
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Moath Al-Doori
Directional Routing Techniques in VANET
PhD: 2011.
[
pdf file ]
Vehicle Ad hoc Networks (VANET) emerged as a subset of the Mobile
Ad hoc Network (MANET) application; it is considered to be a
substantial approach to the ITS (Intelligent Transportation
System). VANETs were introduced to support drivers and improve
safety issues and driving comfort, as a step towards constructing
a safer, cleaner and more intelligent environment. At the present
time vehicles are equipped with a number of sensors and devices,
including On Board Units (OBU); this enables vehicles to sense
situations affecting other vehicles and manage communications, by
exploiting infrastructures such as the Road Side Unit (RSU);
creating a Vehicle to Infrastructure (V2I) pathway, or
interacting directly with other vehicles creating a Vehicle to
Vehicle (V2V) pathway. Owing to the lack of infrastructures and
difficulties involved in providing comprehensive coverage for all
roads because of the high expense associated with installation,
the investigation in this research concentrates on the V2V
communication type rather than the V2I communication
type.
Many challenges have emerged in VANET, encouraging researchers to
investigate their research in an attempt to meet these
challenges. Routing protocol issues are considered to be a
critical dilemma that needs to be tackled in VANET, particularly
in a sparse environment, by designing an efficient routing
mechanism that impacts on enhancing network performance in terms
of disseminating messages to a desired destination, balancing the
generated packet (overhead) on the network and increasing the
ratio of packet delivery with a reduced time delay. VANET has
some unique characteristics compared to MANET; specifically it
includes high mobility and constrained patterns restricted by
roads, which lead to generation of a disconnected area occurring
continuously between vehicles creating a Delay Tolerant Network
(DTN). This is in opposition to applying the multi-hope technique
properly to deliver the packet to its desire destination.
The aim in this thesis comprises two main contributions. First
developing novel routing protocols for a sparse environment in
VANET with the context of utilising the mobility feature, with
the aid of the equipped devices, such as Global Position System
(GPS) and Navigation System (NS). This approach exploits the
knowledge of Second Heading Direction (SHD), which represents the
knowledge of the next road direction the vehicle is intending to
take, in order to increase the packet delivery ratio, and to
increase the route stability by decreasing instances of route
breakage. This approach comprises two approaches; the first
approach was designed for a highway scenario, by selecting the
next hop node based on a filtration process, to forward the
packet to the desired destination, while the second approach was
developed for the intersection and roundabout scenario, in order
to deliver the packet to the destination (unknown location).
The formalising and specification of the VSHDRP has been performed
using the CCA (Calculus of Context-aware Ambient), in order to
evaluate the protocols behaviours, the protocol has been
validated using the ccaPL. In addition the performance of the
VSHDRP has been evaluated using the NS-2 simulator; comparing it
with Greedy Perimeter Stateless Routing (GPSR) protocol, to
reveal the strengths and weaknesses of the protocol.
Second, developing a novel approach to broadcasting the HELLO
beacon message adaptively in VANET based on the node's
circumstances (direction and speed), in order to minimise the
broadcasting of unnecessary HELLO beacon messages. A novel
architecture has been built based on the adaptive HELLO beacon
message, which clarifies how the OBU components are interacting
with the connected sensors, in order to portray any changes in
the vehicle's circumstances, so as to take the right decision to
determine appropriate action. This architecture has been built
based on the concept of a context aware system, which divides the
architecture into three main phases; sensing processing and
acting.
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Waheeda Almayyan
Performance Analysis of Multimodal Biometric Fusion
PhD: 2012.
[
pdf file ]
Biometrics is constantly evolving technology which has been
widely used in many official and commercial identification
applications. The increased concerns in security during recent
years have essentially resulted in more attention being given to
biometric-based authentication techniques. A biometric-based
authentication is basically a pattern recognition problem which
makes a personal identification decision in order to determine
the authority based on specific physiological or behavioural
features. Most biometric systems that are currently in use
typically employ a single biometric trait. Such systems are
called unibiometric systems. Despite considerable advances in
recent years, there are still challenges in authentication based
on a single biometric trait, such as noisy data, restricted
degree of freedom, intra-class variability, non-universality,
spoof attack and unacceptable error rates.
Some of the challenges can be handled by designing a multimodal
biometric system. Multimodal biometric systems are those which
utilise or are capable of utilising, more than one physiological or
behavioural characteristic for enrolment, verification, or
identification. A variety of multimodal biometrics strategies
have been proposed and analysed in literature. In these works,
the integration of various biometric features is suggested for
achieving more accurate authentication rate. So far, most
published work on multimodal biometric fusion techniques has
dealt primarily with the fusion at the score matching level.
Here, we suggest a novel fusion approach of iris and online
signature traits. Online signature and iris authentication
techniques have been employed in a range of biometric
applications. Besides improving the accuracy, the fusion of
biometrics has several advantages such as increasing population
coverage, deterring spoofing activities and reducing enrolment
failure. In this doctoral thesis, we make a first attempt to
combine online signature and iris biometrics. We principally
explore the fusion of iris and online signature biometrics and
their potential application as biometric identifiers. To address
this issue, investigations is carried out into the relative
performance of several statistical data fusion techniques for
integrating the information in both unimodal and multimodal
biometrics. We compare the results of the multimodal approach
with the results of the individual online signature and iris
authentication approaches. This thesis describes research into
the feature and decision fusion levels in multimodal
biometrics.
This research is novel in the following five
ways. First, the performance of the iris recognition is improved
due to using dual-tree complex wavelet transform features and
support vector machine. Second, the accuracy of the online
signature recognition is greatly increased with less number of
features by combining global features with Rough set. Third, a
decision-level fusion scheme between iris and online signature is
introduced using binary particle swarm optimization; its
performance is better than the conventional feature-level
scheme. Fourth, this research deploy the particle swarm
optimization scheme as a feature selection technique to enhance
the performance of online signature and iris accuracy rates by
eliminating redundant and irrelevant information. Fifth, a
hybrid-level fusion technique combined by using ensemble of
classifiers and the AND rule offers significant improvements to
the accuracy of the suggested multimodal biometrics system.
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Mouhamad Aldajani
Electronic Patient Record Security Policy in Saudi Arabia National Health Services
PhD: 2012.
[
pdf file ]
Saudi Arabia is in the process of implementing Electronic
Patient Records (EPR) throughout its National Health
services. One of the key challenges during the adoption process
is the security of EPR. This thesis investigates the current
state of EPR security in Saudi Arabia’s National Health Services
(SA NHS) both from a policy perspective and with regard to its
implementation in SA NHS’s information systems.
To facilitate the analysis of EPR security, an EPR model has been
developed that captures the information that is stored as part of
the electronic record system in conjunction with stated security
requirements. This model is used in the analysis of policy
consistency and to validate operational reality against stated
policies at various levels within the SA NHS. The model is based
on a comprehensive literature survey and structured interviews
which established the current state of practice with respect to
EPRs in a representative Saudi Arabian hospital.
The key contribution of this research is the development and
evaluation of a structured and model-based analysis approach to
EPR security at the early adoption stage in SA, based on types of
information present in EPRs and the needs of the users of
EPRs. The key findings show that the SA EPR adoption process is
currently proceeding without serious consideration for security
policy to protect EPR and a lack of awareness amongst hospital staff.
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Abdullah N. Alhussein
Software Development through Quality Profiling Auditing
PhD: 2011.
[
pdf file ]
Software Quality Assurance is a popular concept in the software
development environment. Increasing the Software Quality can be become
the greatest demand on software developers through the imposed
certification environment. Certification of software products; through
current studies view, are feasible and demonstrate the practicality of
the implementation of code design. Quality criteria are not
independent which means they interrelate with each other and conflicts
may arise between them such as optimised code in the software product
leads to a decrease in portability (portability vs. efficiency
attribute). The problems of software quality regarding the three
elements of time, cost and product quality.
This thesis presents a
framework for software quality auditing through achieving the criteria
of a quality model. This framework, called Quality Profiling Auditing
Framework (QPAF), provides assessment of software design and
coding. Furthermore, it is based on software metrics that should be
distinguished between their application in the design and
implementation levels artifacts. Metrics for Unified Modeling
Language (UML) Class Diagrams are considered to be Software Metrics
that can apply at Design level artifacts . Moreover, early practical
work in quality prediction must be based on intuitive concepts and/or
an analysis of past experiences of different classes of systems
development. A prediction of the impact of the results of metrics in
Design level artifacts; on the results of metrics in Implementation
level artifacts; is the main idea of this work. In addition, seeking
the correlation between the software metrics at both levels artifacts
(Design and Implementation) is an integral part of this work.
Software Quality Prediction Tool (SQPT) as one of the research
results, is to assess the quality of software design and
implementation. It is a software measurement environment for analysing
program design, class diagrams in particular, within XML file format
and presented the results metrics in charts, figures and tabular
forms.
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Amin Mohammed El-kustaban
Studying and Analysing Transactional
Memory Using Interval Temporal Logic
and AnaTempura
PhD: 2012.
[
pdf file ]
Transactional memory (TM) is a promising lock-free synchronisation
technique which offers a high-level abstract parallel programming
model for future chip multiprocessor (CMP) systems. Moreover, it
adapts the well established popular paradigm of transactions and
thus provides a general and flexible way to allow programs to
read and modify disparate memory locations atomically as a single
operation. In this thesis, we propose a general framework for
validating a TM design, starting from a formal specification into
a hardware implementation, with its underpinning theory and
refinement. A methodology in this work starts with a high-level
and executable specification model for an abstract TM with
verification for various correctness conditions of concurrent
transactions. This model is constructed within a flexible
transition framework that allows verifying correctness of a TM
system with animation. Then, we present a formal executable
specification for a chip-dual single-cycle MIPS processor with a
cache coherence protocol and integrate the provable TM
system. Finally, we transform the dual processors with the TM
from a high-level description into a Hardware Description
Language (VHDL), using some proposed refinement and restriction
rules. Interval Temporal Logic (ITL) and its programming language
subset AnaTempura are used to build, execute and test the model,
since they together provide a powerful framework supporting
logical reasoning about time intervals as well as programming and
simulation.
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Khalid Aldrawiesh
Security Policy Architecture for Web Services Environment
PhD: 2011.
[
pdf file ]
An enhanced observer is model that observes behaviour of a service
and then automatically reports any changes in the state of the
service to evaluator model. The e-observer observes the state of
a service to determine whether it conforms to and obeys its
intended behaviour or policy rules. E-observer techniques address
most problems, govern and provide a proven solution that is
re-usable in a similar context. This leads to an organisation and
formalisation policy which is the engine of the e-observer
model. Policies are used to refer to specific security rules for
particular systems. They are derived from the goals of management
that describe the desired behaviour of distributed heterogeneous
systems and networks. These policies should be defended by
security which has become a coherent and crucial issue. Security
aims to protect these policies whenever possible. It is the first
line of protection for resources or assets against events such as
loss of availability, unauthorised access or modification of
data. The techniques devised to protect information from
intruders are general purpose in nature and, therefore, cannot
directly enforce security that has no universal definition, the
high degree of assurance of security properties of systems used
in security-critical areas, such as business, education and
financial, is usually achieved by verification.
In addition, security policies express the protection requirements of
a system in a precise and unambiguous form. They describe the
requirements and mechanisms for securing the resources and assets
between the sharing parties of a business transaction.
However, Service-Oriented Computing (SOC) is a new paradigm of
computing that considers "services" as fundamental elements for
developing applications/solutions. SOC has many advantages that
support IT to improve and increase its capabilities. SOC allows
flexibility to be integrated into application development. This
allows services to be provided in a highly distributed manner by
Web services. Many organisations and enterprises have undertaken
developments using SOC. Web services (WSs) are examples of
SOC. WSs have become more powerful and sophisticated in recent
years and are being used successfully for inter-operable
solutions across various networks. The main benefit of web
services is that they use machine-to-machine interaction.
This leads initially to explore the "Quality" aspect of the
services. Quality of Service (QoS) describes many techniques that
prioritise one type of traffic or programme that operates across
a network connection. Hence, QoS has rules to determine which
requests have priority and uses these rules in order to specify
their priority to real-time communications. In addition, these
rules can be sophisticated and expressed as policies that
constrain the behaviour of these services. The rules (policies)
should be addressed and enforced by the security
mechanism. Moreover, in SOC and in particular web services,
services are black boxes where behaviour may be completely
determined by its interaction with other services under
confederation system.
Therefore, we propose the design and implementation of the "behaviour
of services," which is constrained by QoS policies. We formulate
and implement novel techniques for web service policy-based QoS,
which leads to the development of a framework for observing
services. These services interact with each other by verifying
them in a formal and systematic manner. This framework can be
used to specify security policies in a succinct and unambiguous
manner; thus, we developed a set of rules that can be applied
inductively to verify the set of traces generated by the
specification of our model's policy. These rules could be also
used for verifying the functionality of the system.
In order to demonstrate the protection features of information system
that is able to specify and concisely describe a set of traces
generated, we subsequently consider the design and management of
Ponder policy language to express QoS and its associated based on
criteria, such as, security. An algorithm was composed for
analysing the observations that are constrained by policies, and
then a prototype system for demonstrating the observation
architecture within the education sector. Finally, an enforcement
system was used to successfully deploy the prototype's
infrastructure over Web services in order to define an
optimisation model that would capture efficiency requirements.
Therefore, our assumption is, tracing and observing the communication
between services and then takes the decision based on their
behaviour and history. Hence, the big issue here is how do we
ensure that some given security requirements are satisfied and
enforced? The scenario here is under confederation system and
based on the following:
- System's components are Web-services.
- These components are black boxes and designed/built by
various vendors.
- Topology is highly changeable.
Consequently, the main issues are:
- The proposal, design and development of a prototype of
observation system that manages security policy and its
associated aspects by evaluating the outcome results via the
evaluator model.
- Taming the design complexity of the observation system by
leaving considerable degrees of freedom for their structure and
behaviour and by bestowing upon them certain characteristics, and
to learn and adapt with respect to dynamically changing
environments.
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Jianchu Huang
A Reengineering Approach to Reconciling Requirements and Implementation for Context-Aware Web Services Systems
PhD: 2012.
[
pdf file ]
In modern software development, the gap between software
requirements and implementation is not always
conciliated. Typically, for Web services-based context-aware
systems, reconciling this gap is even harder. The aim of this
research is to explore how software reengineering can facilitate
the reconciliation between requirements and implementation for
the said systems. The underlying research in this thesis
comprises the following three components.
Firstly, the requirements recovery framework underpins the
requirements elicitation approach on the proposed reengineering
framework. This approach consists of three stages: 1) Hypothesis
generation, where a list of hypothesis source code information is
generated; 2) Segmentation, where the hypothesis list is grouped
into segments; 3) Concept binding, where the segments turn into a
list of concept bindings linking regions of source code.
Secondly, the derived viewpoints-based context-aware service
requirements model is proposed to fully discover constraints, and
the requirements evolution model is developed to maintain and
specify the requirements evolution process for supporting
context-aware services evolution.
Finally, inspired by context-oriented programming concepts and
approaches, ContXFS is implemented as a COP-inspired conceptual
library in F#, which enables developers to facilitate dynamic
context adaption. This library along with context-aware
requirements analyses mitigate the development of the said
systems to a great extent, which in turn, achieves reconciliation
between requirements and implementation.
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- 91
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Meshrif Alruily
Using Text Mining to Identify Crime
Patterns from Arabic Crime News Report Corpus
PhD: 2012.
[
pdf file ]
Most text mining techniques have been proposed only for English
text, and even here, most research has been conducted on specific
texts related to special contexts within the English language,
such as politics, medicine and crime. In contrast, although
Arabic is a widely spoken language, few mining tools have been
developed to process Arabic text, and some Arabic domains have
not been studied at all. In fact, Arabic is a language with a
very complex morphology because it is highly inflectional, and
therefore, dealing with texts written in Arabic is highly
complicated.
This research studies the crime domain in the Arabic language,
exploiting unstructured text using text mining
techniques. Developing a system for extracting important
information from crime reports would be useful for police
investigators, for accelerating the investigative process
(instead of reading entire reports) as well as for conducting
further or wider analyses. We propose the Crime Profiling System
(CPS) to extract crime-related information (crime type, crime
location and nationality of persons involved in the event),
automatically construct dictionaries for the existing
information, cluster crime documents based on certain attributes
and utilise visualisation techniques to assist in crime data
analysis.
The proposed information extraction approach is novel, and it relies
on computational linguistic techniques to identify the
abovementioned information, i.e. without using predefined
dictionaries (e.g. lists of location names) and annotated
corpus. The language used in crime reporting is studied to
identify patterns of interest using a corpus-based
approach. Frequency analysis, collocation analysis and
concordance analysis are used to perform the syntactic analysis
in order to discover the local grammar.
Moreover, the Self Organising Map (SOM) approach is adopted in order
to perform the clustering and visualisation tasks for crime
documents based on crime type, location or nationality. This
clustering technique is improved because only refined data
containing meaningful keywords extracted through the information
extraction process are inputted into it, i.e. the data is cleaned
by removing noise. As a result, a huge reduction in the quantity
of data fed into the SOM is obtained, consequently, saving
memory, data loading time and the execution time needed to
perform the clustering. Therefore, the computation of the SOM is
accelerated. Finally, the quantization error is reduced, which
leads to high quality clustering. The outcome of the clustering
stage is also visualised and the system is able to provide
statistical information in the form of graphs and tables about
crimes committed within certain periods of time and within a
particular area.
The proposed model architecture is validated through experiments
using a corpus collated from different sources; it was not used
during system development. Precision, recall and F-measure are
used to evaluate the performance of the proposed information
extraction approach. Also, comparisons are conducted with other
systems. In order to evaluate the clustering performance, four
parameters are used: data size, loading time, execution time and
quantization error.
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- 92
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Tariq Falah Alwada'n
Security for Mobile Grid Systems
PhD: 2012.
[
pdf file ]
Grid computing technology is used as inexpensive systems to
gather and utilize computational capability. This technology
enhances applications services by arranging machines and
distributed resources in a single huge computational entity. A
Grid is a system that has the ability to organize resources which
are not under the subject of centralized domain, utilize
protocols and interfaces, and supply high quality of service. The
Grid should have the ability to enhance not only the systems
performance and job throughput of the applications participated
but also increase the utilization scale of resources by employing
effective resource management methods to the huge amount of its
resources. Grid mobility appears as a technology to facilitate
the accomplishment of requirements for Grid jobs as well as Grid
users. This idea depends on migrating or relocating jobs, data
and application software among Grid nodes. However, making use of
mobility technology leads to data confidentiality problems within
the Grid. Data confidentiality is the protection of data from
intruders' attacks. The data confidentiality can be addressed by
limiting the mobility to trusted parts of the Grid, but this
solution leads to the notion of Virtual Organizations (VOs). Also
as a result of mobility technology the need for a tool to
organize and enforce policies while applying the mobility has
been increased. To date, not enough attention has been paid to
policies that deal with data movements within the Grid. Most
existing Grid systems have support only limited types of policies
(e.g. CPU resources). A few designs consider enforcing data
policies in their architecture. Therefore, we propose a
policy-managed Grid environment that addresses these issues
(user-submitted policy, data policy, and multiple VOs).
In this research, a new policy management tool has been introduced to
solve the mobility limitation and data confidentiality especially
in the case of mobile sharing and data movements within the
Grid. We present a dynamic and heterogeneous policy management
framework that can give a clear policy definition about the
ability to move jobs, data and application software from nodes to
nodes during jobs' execution in the Grid environment. This
framework supports a multi-organization environment with
different domains, supports the external Grid user preferences
along with enforces policies for data movements and the mobility
feature within different domains.
The results of our research have been evaluated using Jade simulator,
which is a software framework fully implemented in Java language
and allows agents to execute tasks defined according to the agent
policy. The simulation results have verified that the research
aims enhance the security and performance in the Grid
environments. They also show enhanced control over data and
services distribution and usage and present practical evidence in
the form of scenario test-bed data as to the effectiveness of our
architecture.
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- 93
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Abdullah Shawan Alotaibi
Design and Evaluate a Fair Exchange Protocol Based on Online Trusted Third Party (TTP)
PhD: 2012.
[
pdf file ]
One of the most crucial factors that e-commerce protocols
should address is a fair exchange. In this research, an
advanced method of cryptography coupled with the pay per use
technique is used. A new electronic commerce protocol for the
exchange of commodities is introduced. The proposed new
protocol guarantees both features while addressing the main
drawbacks associated with other related protocols. The new
suggested e-commerce protocol is composed of two stages:
pre-exchange and exchange stages. When the suggested new
protocol is analysed with scrupulous protocol analysis, it
attains fair exchange and a secure method of payment. The
suggested new e-commerce protocol is more efficient than other
related existing protocols. In this research "protocol
prototype" and "model checking" is used for the purpose of
authentication. The protocol prototype verifies that the
suggested new protocol is executable when it's used in a real
context. By experimental designs, this research shows the
length of asymmetric keys as the biggest element that affects
the efficiency of the protocol. When model-checking is applied
in this protocol, the outcome indicates that the suggested
protocol achieves the required features of fairness. Protocol
extensions give those involved in the protocol the capacity to
be resilient to failure. By using three methods of
authentication, this research confirms that the new proposed
protocol is well formulated. The work reported in this thesis
first study the existing fair exchange protocols that solve
the fairness problem. Then, propose more efficient protocol to
solve the fairness problem. The original idea in this thesis
is to reduce the communication overheads, risks and solve the
bottleneck problems in the protocols that involve an online
TTP. The idea is to dividing the process to two phases, pre
exchange phase and exchange phase. The proposed protocol has
the characteristics: three messages are required between all
parties, the protocol guarantee strong fairness for both
customer and merchant. The new protocol let the customer to be
sure about the merchant's item before he send his item and let
the merchant to be sure about the customer‟s item before he
send his item, online disputes are resolved by a Financial
Service Provider (FSP).
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- 94
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Yingchun Tian
A Model-Driven Architecture based Evolution Method and Its Application in An Electronic Learning System
PhD: 2012.
[
pdf file ]
Software products have been racing against aging problem for
most of their lifecycles, and evolution is the most effective
and efficient solution to this problem. Model-Driven
Architecture (MDA) is a new technique for software product for
evolving development and reengineering methods. The main steps
for MDA are to establish models in different levels and phases,
therefore to solve the challenges of requirement and technology
change. However, there is only a standard established by Object
Management Group (OMG) but without a formal method and
approach. Presently, MDA is widely researched in both
industrial and research areas, however, there is still without
a smooth approach to realise it especially in electronic
learning (e-learning) system due to the following reasons: (1)
models' transformations are hard to realise because of lack of
tools, (2) most of existing mature research results are working
for business and government services but not education area,
and (3) most of existing model-driven researches are based on
Model-Driven Development (MDD) but not MDA because of OMG
standard's preciseness.
Hence, it is worth to investigate
an MDA-based method and approach to improve the existing
software development approach for e-learning system. Due to the
features of MDA actuality, a MDA-based evolution method and
approach is proposed in this thesis. The fundamental theories
of this research are OMG's MDA standard and education
pedagogical knowledge. Unified Modelling Language (UML) and
Unified Modelling Language Profile are hired to represent the
information of software system from different aspects. This
study can be divided into three main parts: MDA-based evolution
method and approach research, Platform-Independent Model (PIM)
to Platform-Specific Model (PSM) transformation development,
and MDA-based electronic learning system evolution. Top-down
approach is explored to develop models for e-learning system. A
transformation approach is developed to generate Computation
Independent Model (CIM), Platform-Independent Model (PIM), and
Platform-Specific Model (PSM); while a set of transformation
rules are defined following MDA standard to support PSM's
generation. In addition, proposed method is applied in an
e-learning system as a case study with the prototype rules
support. In the end, conclusions are drawn based on analysis
and further research directions are discussed as well. The
kernel contributions are the proposed transformation rules and
its application in electronic learning system.
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- 95
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Hamza Aldabbas
Securing Data Dissemination in Vehicular
ad hoc Networks
PhD: 2012.
[
pdf file ]
Vehicular ad hoc networks (VANETs) are a subclass of mobile ad
hoc networks (MANETs) in which the mobile nodes are vehicles;
these vehicles are autonomous systems connected by wireless
communication on a peer-to-peer basis. They are self-organized,
self-configured and self-controlled infrastructure-less
networks. This kind of network has the advantage of being able to
be set-up and deployed anywhere and anytime because it has no
infrastructure set-up and no central administration. Distributing
information between these vehicles over long ranges in such
networks, however, is a very challenging task, since sharing
information always has a risk attached to it especially when the
information is confidential. The disclosure of such information
to anyone else other than the intended parties could be extremely
damaging, particularly in military applications where controlling
the dissemination of messages is essential.
This thesis therefore provides a review of the issue of security
in VANET and MANET; it also surveys existing solutions for
dissemination control. It highlights a particular area not
adequately addressed until now: controlling information flow in
VANETs. This thesis contributes a policy-based framework to
control the dissemination of messages communicated between nodes
in order to ensure that message remains confidential not only
during transmission, but also after it has been communicated to
another peer, and to keep the message contents private to an
originator-defined subset of nodes in the VANET.
This thesis presents a novel framework to control data
dissemination in vehicle ad hoc networks in which policies are
attached to messages as they are sent between peers. This is done
by automatically attaching policies along with messages to
specify how the information can be used by the receiver, so as to
prevent disclosure of the messages other than consistent with the
requirements of the originator. These requirements are
represented as a set of policy rules that explicitly instructs
recipients how the information contained in messages can be
disseminated to other nodes in order to avoid unintended
disclosure.
This thesis describes the data dissemination policy
language used in this work; and further describes the policy
rules in order to be a suitable and understandable language for
the framework to ensure the confidentiality requirement of the
originator. This thesis also contributes a policy conflict
resolution that allows the originator to be asked for upto- date
policies and preferences.
The framework was evaluated using the
Network Simulator (NS-2) to provide and check whether the privacy
and confidentiality of the originators' messages were met. A
policy-based agent protocol and a new packet structure were
implemented in this work to manage and enforce the policies
attached to packets at every node in the VANET. Some case
studies are presented in this thesis to show how data
dissemination can be controlled based on the policy of the
originator. The results of these case studies show the
feasibility of our research to control the data dissemination
between nodes in VANETs. NS-2 is also used to test the
performance of the proposed policy-based agent protocol and
demonstrate its effectiveness using various network performance
metrics (average delay and overhead).
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- 96
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Hind Mobtel Alotaibi
Context-Aware and Secure Workflow
PhD: 2012.
[
pdf file ]
Businesses do evolve. Their evolution necessitates the
re-engineering of their existing "business processes", with the
objectives of reducing costs, delivering services on time, and
enhancing their profitability in a competitive market. This is
generally true and particularly in domains such as
manufacturing, pharmaceuticals and education).
The central objective of workflow technologies is to separate
business policies (which normally are encoded in business
logics) from the underlying business applications. Such a
separation is desirable as it improves the evolution of
business processes and, more often than not, facilitates the
re-engineering at the organisation level without the need to
detail knowledge or analyses of the application
themselves. Workflow systems are currently used by many
organisations with a wide range of interests and
specialisations in many domains. These include, but not limited
to, office automation, finance and banking sector, health-care,
art, tele-communications, manufacturing and education.
We take the view that a workflow is a set of "activities", each
performs a piece of functionality within a given "context" and
may be constrained by some security requirements. These
activities are coordinated to collectively achieve a required
business objective. The specification of such coordination is
presented as a set of "execution constraints" which include
parallelisation (concurrency/distribution), serialisation,
restriction, alternation, compensation and so on.
Activities within workflows could be carried out by humans,
various software-based application programs, or processing
entities according to the organisational rules, such as meeting
deadlines or performance improvement. Workflow execution can
involve a large number of different participants, services and
devices which may cross the boundaries of various organisations
and accessing variety of data. This raises the importance of
- context variations and context-awareness and
- security (e.g. access control and privacy).
The specification of precise rules, which prevent unauthorised
participants from executing sensitive tasks and also to prevent
tasks from accessing unauthorised services or (commercially)
sensitive information, are crucially important. For example,
medical scenarios will require that
- only authorised doctors are permitted to perform certain
tasks,
- a patient medical records are not allowed to be accessed
by anyone without the patient consent and
- that only specific machines are used to perform given
tasks at a given time.
If a workflow execution cannot guarantee these requirements,
then the flow will be rejected. Furthermore,
features/characteristics of security requirement are both
temporal- and/or event-related. However, most of the existing
models are of a static nature -- for example, it is hard, if not
impossible, to express security requirements which are
- time-dependent (e.g. A customer is allowed to be
overdrawn by 100 pounds only up-to the first week of every month).
- event-dependent (e.g. A bank account can only be
manipulated by its owner unless there is a change in the law or
after six months of his/her death).
Currently, there is no commonly accepted model for secure and
context-aware workflows or even a common agreement on which
features a workflow security model should support. We have
developed a novel approach to design, analyse and validate
workflows. The approach has the following components:
- A modelling/design language (known as CS-Flow). The language has
the following features:
- support concurrency;
- context and context awareness are first-class citizens;
- supports mobility as activities can move from one
context to another;
- has the ability to express timing constrains: delay,
deadlines, priority and schedulability;
- allows the expressibility of security policies
(e.g. access control and privacy) without the need for extra
linguistic complexities; and
- enjoy sound formal semantics that allows us to animate
designs and compare various designs.
- An approach known as communication-closed layer is
developed, that allows us to serialise a highly distributed
workflow to produce a semantically equivalent quasi-sequential
flow which is easier to understand and analyse. Such
re-structuring, gives us a mechanism to design fault-tolerant
workflows as layers are atomic activities and various existing
forward and backward error recovery techniques can be deployed.
- Provide a reduction semantics to CS-Flow that allows us to
build a tool support to animate a specifications and
designs. This has been evaluated on a Health care scenario,
namely the Context Aware Ward (CAW) system. Health care provides
huge amounts of business workflows, which will benefit from
workflow adaptation and support through pervasive computing
systems. The evaluation takes two complementary strands:
- provide CS-Flow's models and specifications and
- formal verification of time-critical component of a
workflow.
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Turki Mohammed Alghamdi
Policy-based Runtime Tracking for E-learning Environments
PhD: 2012.
[
pdf file ]
The Virtual Learning Environment (VLE) is a form of e-learning
environment that is becoming widely adopted in higher educational
institutions and universities. The term "Tracking" in relation to
an e-learning context is the learner's observation process of any
possible interaction with learning activities. Learning
activities are a collection of objects designed within e-learning
environments to support learners in better understanding and
fulfilling the learning objectives during the learning process. A
tracking tool is an essential tool fixed within e-learning
environments. Most current VLEs (e.g. MOODLE and Blackboard) have
utilized similar tracking functions, which aim at recording
statistical data for each learner. The current e-learning
environments are unable to track individual learning activities
where the tracked information can be used to support and guide
learners. In this thesis, we propose a policy-based runtime
tracking system. Such a tracking system is implemented as an
integral part of an e-learning environment (e.g. MOODLE). Our
proposed approach does the following: 1) keeps track of and
captures the learning activity events and learner interaction
events within a learning activity; 2) enforces a set of policies
at runtime that specify how to manage the learning activities and
the way the learners behave during them; and 3) provides the
learners with supportive feedback in a timely manner.
We present a computational model which defines the behaviour of
the system's components and describes the tracking mechanism
applied in our proposed approach. We designed architecture for
our proposed approach with respect to the computational model. We
present learning activity policies based on the ECA model to be
enforced at runtime; this is done in response to the captured
events about either the learning activities or the interactions
of learners within the learning activities. A policy-based
enforcement mechanism is proposed where learning activity
policies are specified to support and guide learners to achieve
the learning objective and thus to meet such
requirements. Finally, we present a case study based on a current
e-learning environment to evaluate our approach.
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