Towards automated and intelligent processing of web-based information. The successful outcome of this project will enhance Australia's research reputation in an important, practical area of ICT, will contribute to emerging Web standards, will produce frontier technology that will eventually be of benefit to Australian industry, and will train several postgraduate students.
Rule-based reasoning systems for complex and dynamic ontologies. The successful outcome of this project will enhance Australia's research reputation in an important, practical area of ICT, will contribute to emerging Web technologies that will eventually be of benefit to Australian industry, and will train several postgraduate students.
Achieving Tailored Industrial Software Process Improvement with Experience Repositories and Electronic Process Guides. There is a well-recognised need for organisations to improve their software development processes in order to achieve higher software quality and greater efficiencies in development. The use of electronic process guides and experience repositories have been two technologies independently proposed to achieve these aims. This research will develop a framework, methods and tools ....Achieving Tailored Industrial Software Process Improvement with Experience Repositories and Electronic Process Guides. There is a well-recognised need for organisations to improve their software development processes in order to achieve higher software quality and greater efficiencies in development. The use of electronic process guides and experience repositories have been two technologies independently proposed to achieve these aims. This research will develop a framework, methods and tools to allow integration of experience repositories and electronic process guides to facilitate process tailoring, process improvement, and project management. The result will be significant improvements in software development productivity and quality.Read moreRead less
Fault-Based Test Case Generation for Software. This research explores ways to generate fault based test cases from specifications to verify software applications. This will help to enhance knowledge and skills on frontier software technologies for building and transforming Australian IT industries. The results provide knowledge, methodologies and technologies to software industry in Australia on building better quality software faster. In addition, it will help to reveal faults earlier in the de ....Fault-Based Test Case Generation for Software. This research explores ways to generate fault based test cases from specifications to verify software applications. This will help to enhance knowledge and skills on frontier software technologies for building and transforming Australian IT industries. The results provide knowledge, methodologies and technologies to software industry in Australia on building better quality software faster. In addition, it will help to reveal faults earlier in the development phase. Software companies in Australia can apply these techniques to improve their software development process and, hence, enhance the quality of their product. They can also adapt the knowledge to manage and enhance the quality of their outsourcing projects.Read moreRead less
Evolutionary multi-objective algorithms for Global Grids. This research investigates alternative software technologies for Grid-based evolutionary multi-objective decision algorithms. By employing the latest adaptive techniques and taking advantage of the low cost Grid infrastructure, new parallel evolutionary systems will be developed that can rapidly supply robust solutions to complex problems. This project will further develop an understanding of scaling issues in parallel evolutionary syste ....Evolutionary multi-objective algorithms for Global Grids. This research investigates alternative software technologies for Grid-based evolutionary multi-objective decision algorithms. By employing the latest adaptive techniques and taking advantage of the low cost Grid infrastructure, new parallel evolutionary systems will be developed that can rapidly supply robust solutions to complex problems. This project will further develop an understanding of scaling issues in parallel evolutionary systems and pave the way for even more widespread application of evolutionary techniques for large scale, data-intensive applications in science and industry.Read moreRead less
Diagnosis of Reference Flow Control Alerts for the Identification of Malicious Event Sequences (DiagRF). There are a reported two billion computer attacks worldwide per year. Many of these attacks require a skilled human to decipher them and to develop the "signatures" by which they can be detected. The main outcome of this project will be fundamental knowledge regarding how information flows can be tracked and then forensically analysed in a distributed computer system or network in order to ....Diagnosis of Reference Flow Control Alerts for the Identification of Malicious Event Sequences (DiagRF). There are a reported two billion computer attacks worldwide per year. Many of these attacks require a skilled human to decipher them and to develop the "signatures" by which they can be detected. The main outcome of this project will be fundamental knowledge regarding how information flows can be tracked and then forensically analysed in a distributed computer system or network in order to enable the automatic characterization of certain classes of attacks. This new approach will enable the automatic development of attack signatures and thus the detection of such attacks. The project will lead to the development of a prototype which implements the automatic analysis and characterization of such attacks to provide proof of concept.Read moreRead less
From Universal Induction to Intelligent Systems. The dream of creating artificial devices that (out)reach human intelligence is an old one. What makes this challenge so interesting? A solution would have enormous implications for our society, and there are arguments that the AI problem might be solved within a couple of decades. Specialized intelligent systems are actually already pervasive (finger print, handwriting, speech, and face recognition; spam filtering; search engines; computer chess; ....From Universal Induction to Intelligent Systems. The dream of creating artificial devices that (out)reach human intelligence is an old one. What makes this challenge so interesting? A solution would have enormous implications for our society, and there are arguments that the AI problem might be solved within a couple of decades. Specialized intelligent systems are actually already pervasive (finger print, handwriting, speech, and face recognition; spam filtering; search engines; computer chess; robots). This decade the first presumably complete mathematical theory of AI has been proposed. By working out this theory, this project will significantly contribute to the foundations of inductive inference and AI, and ultimately lead to smarter software and intelligent systems.Read moreRead less
Service orientated architectures in management of IT infrastructures. Through the utilisation of the proposed framework for building rich business service registries, Australian companies will be able to take full advantage of service oriented architectures in constructing and managing their IT infrastructure in a way that is not currently possible. Such a registry will be able to provide a coherent view of an enterprise's services and resources, and an effective way to co-relate and utilise the ....Service orientated architectures in management of IT infrastructures. Through the utilisation of the proposed framework for building rich business service registries, Australian companies will be able to take full advantage of service oriented architectures in constructing and managing their IT infrastructure in a way that is not currently possible. Such a registry will be able to provide a coherent view of an enterprise's services and resources, and an effective way to co-relate and utilise them, in a changing environment. The development of the framework will also further cement Australia's leading market position in providing service registries to enterprises world-wide, enhance Australia's international research reputation and provide an excellent training environment for young researchers.Read moreRead less
Fault-tolerant CORBA-based distributed systems. The focus of this research is Fault-Tolerant CORBA-based Distributed Systems. An implementation of the CORBA Fault Tolerance specification will be produced and evaluated against performance, interoperability and compliance criteria. A model for the management of degradation behaviour in distributed systems will be developed and an implementation produced. Novel algorithms, models and approaches to fault tolerance and degradation management will be ....Fault-tolerant CORBA-based distributed systems. The focus of this research is Fault-Tolerant CORBA-based Distributed Systems. An implementation of the CORBA Fault Tolerance specification will be produced and evaluated against performance, interoperability and compliance criteria. A model for the management of degradation behaviour in distributed systems will be developed and an implementation produced. Novel algorithms, models and approaches to fault tolerance and degradation management will be developed. Convincing demonstration applications will be produced to illustrate the widespread relevance of fault-tolerant and degradable systems to real-world domains such as telecommunications, commercial systems and defence.Read moreRead less
Design-Driven Requirements for Internet-Enabled System Development. The nature of Web system development is significantly different from conventional, software and IT development. Amongst other factors, there is substantial uncertainty in both clients' understanding of their needs and developers' understanding of the systems domain. We will develop an uncertainty model relevant to the development model relevant to the development of internet-enabled systems, and then use this model to adapt th ....Design-Driven Requirements for Internet-Enabled System Development. The nature of Web system development is significantly different from conventional, software and IT development. Amongst other factors, there is substantial uncertainty in both clients' understanding of their needs and developers' understanding of the systems domain. We will develop an uncertainty model relevant to the development model relevant to the development of internet-enabled systems, and then use this model to adapt the design process to support elicitation of requirements, as well as developing support for this adapted process. This will facilitate the development of systems that more accurately reflect clients' needs, and result in an understanding of what would be involved in reducing development costs.Read moreRead less