Efficient Prediction of Application Metrics for E-Services. Application Service Providers (ASPs) are one of the fastest growing classes of e-services and operate on the principle of renting software applications. This project aims to develop prediction techniques to estimate quality of service metrics for ASPs. The efficient prediction of the service levels that can be ensured is challenging given the dynamic nature of the Internet and the semantics of application metrics not being formally defi ....Efficient Prediction of Application Metrics for E-Services. Application Service Providers (ASPs) are one of the fastest growing classes of e-services and operate on the principle of renting software applications. This project aims to develop prediction techniques to estimate quality of service metrics for ASPs. The efficient prediction of the service levels that can be ensured is challenging given the dynamic nature of the Internet and the semantics of application metrics not being formally defined. The project will result in the development of a prototype system to support prediction of service levels. This system will be accessible to the Australian e-services industry via a web interface.Read moreRead less
Adaptive data stream processing in heterogeneous distributed computing environments using real-time context. This project falls within the ARC research priority goal, Smart Information Use. The innovative contributions of this project through the development of adaptive data stream mining algorithms for heterogeneous devices will have an impact on a range of emerging application areas such as:
1. Meeting time-critical, intelligent information needs of the mobile workforce (e.g. mobile healthca ....Adaptive data stream processing in heterogeneous distributed computing environments using real-time context. This project falls within the ARC research priority goal, Smart Information Use. The innovative contributions of this project through the development of adaptive data stream mining algorithms for heterogeneous devices will have an impact on a range of emerging application areas such as:
1. Meeting time-critical, intelligent information needs of the mobile workforce (e.g. mobile healthcare professionals, stockbrokers). 2. Improving Intelligent Transportation Systems via in-vehicle analysis and crash prevention. 3. Facilitating 'on-board' analysis in sensors that monitor the environment and patients. The project will enhance Australia's leading international role in the area of data stream processing in distributed computing environments.Read moreRead less
Distributed Estimation and Control under Communication Constraints. Sensor networks will be an important technology for Australia's future. Applications range from monitoring water quality to controlling complex defence systems. This project will lead to a better understanding of the fundamental limits of wireless sensor networks. Above and beyond the creation of new theory and algorithms, the national and community benefits will include: (i) enhancement of Australia's reputation for innovative ....Distributed Estimation and Control under Communication Constraints. Sensor networks will be an important technology for Australia's future. Applications range from monitoring water quality to controlling complex defence systems. This project will lead to a better understanding of the fundamental limits of wireless sensor networks. Above and beyond the creation of new theory and algorithms, the national and community benefits will include: (i) enhancement of Australia's reputation for innovative Engineering research through quality publications and international collaborations; and (ii) improvement of the research and development capability in the information and communications technology sector through high level training of postgraduate students and postdoctoral fellows in this important technology.Read moreRead less
Intelligent Biomedical System Modelling and Multi-modality Image Analysis to Maximize Diagnostic Information from Medical Imaging. Medical imaging is an essential part of our Australian modern health care system and plays an important role in the diagnosis, treatment planning and decision making and assessment of treatment of patients. This project aims to maximize the benefit of federal government healthcare investment through intelligent biomedical system modelling in conjunction with multi-mo ....Intelligent Biomedical System Modelling and Multi-modality Image Analysis to Maximize Diagnostic Information from Medical Imaging. Medical imaging is an essential part of our Australian modern health care system and plays an important role in the diagnosis, treatment planning and decision making and assessment of treatment of patients. This project aims to maximize the benefit of federal government healthcare investment through intelligent biomedical system modelling in conjunction with multi-modality image analysis to extract crucial additional information for accurate diagnosis and improved treatment, which will not only lead to a major scientific advancement, but also deliver significant social benefits.Read moreRead less
Dynamic Semantic Interoperability for Business Processes. The integration of independently developed applications constitutes
one of the major bottlenecks in modern software development in
business, industry, and defense, in particular for a nation such as
Australia that is highly reliant on overseas trade. Technologies that
facilitate the smooth application integration promise significant
savings in software development. By offering automated support task,
this project offers the potenti ....Dynamic Semantic Interoperability for Business Processes. The integration of independently developed applications constitutes
one of the major bottlenecks in modern software development in
business, industry, and defense, in particular for a nation such as
Australia that is highly reliant on overseas trade. Technologies that
facilitate the smooth application integration promise significant
savings in software development. By offering automated support task,
this project offers the potential of significant cost savings, highly
beneficial to any industry with a major ICT component. Lessons learned
from the demonstration prototype can be directly carried over into
commercial tool development. The project strengthens links to high
quality European research laboratories.
Read moreRead less
A Formal Approach to Resource Allocation in Service Oriented Marketplaces. There was a strong opinion at the 2004 World Economic Forum that interorganisational computing was a major factor in productivity improvements underpinning continuing economic growth in the developed world, and will continue to be so for the foreseeable future. The results of the proposed research are directed to advanced systems of this type, and will add momentum to Australia's Information Technology research community. ....A Formal Approach to Resource Allocation in Service Oriented Marketplaces. There was a strong opinion at the 2004 World Economic Forum that interorganisational computing was a major factor in productivity improvements underpinning continuing economic growth in the developed world, and will continue to be so for the foreseeable future. The results of the proposed research are directed to advanced systems of this type, and will add momentum to Australia's Information Technology research community. Increased international recognition will positively impact on future interactions with the service composition research groups in Europe and the USA.Read moreRead less
IMPROVING METEOROLOGICAL FORECASTING PRACTICE WITH KNOWLEDGE MANAGEMENT SYSTEMS. This research aims to improve meteorological services through the application of knowledge management to the forecast process. A comprehensive framework of knowledge management will be developed that includes models of forecasters? explicit, tacit and experiential knowledge. Such models allow forecasters to share knowledge and learn from their collective experience. The development of computer based support systems, ....IMPROVING METEOROLOGICAL FORECASTING PRACTICE WITH KNOWLEDGE MANAGEMENT SYSTEMS. This research aims to improve meteorological services through the application of knowledge management to the forecast process. A comprehensive framework of knowledge management will be developed that includes models of forecasters? explicit, tacit and experiential knowledge. Such models allow forecasters to share knowledge and learn from their collective experience. The development of computer based support systems, based on this framework, will enhance the Bureau of Meteorology's ability to compete internationally in the provision of complete forecasting systems. Generalising the outcomes will provide industry with the means to adopt knowledge management practices and enhance its ability to participate in the knowledge economy. Read moreRead less
Flexible and Robust Protocol-Based Interaction between Agents in Open Systems. There has been much discussion of the importance of software agents for supporting a wide variety of interaction between businesses and individuals over the internet. Important applications include e-commerce and b2b applications. For the potential of software agents to be realised in open systems, issues of flexibility, robustness, and extensibility are critical. This project addresses the development of flexible ....Flexible and Robust Protocol-Based Interaction between Agents in Open Systems. There has been much discussion of the importance of software agents for supporting a wide variety of interaction between businesses and individuals over the internet. Important applications include e-commerce and b2b applications. For the potential of software agents to be realised in open systems, issues of flexibility, robustness, and extensibility are critical. This project addresses the development of flexible and powerful mechanisms for interaction, within the context of FIPA (Foundation for Intelligent Physical Agents) standards. The project uses FIPA's Agentcities as a test bed, enabling us to build on and co-operate with a large European project starting mid 2001.Read moreRead less
Automated Interaction Technologies for Mobile Hand-held Devices. This project is concerned with developing intelligent technologies that support human interaction through handheld devices, connected to wireless digital networks. Intelligent software assistants running on these devices will interact with one another in order to coordinate the activities of multiple users. Such automated coordination may facilitate scheduling of meetings, collaboration among different members of a team, and negoti ....Automated Interaction Technologies for Mobile Hand-held Devices. This project is concerned with developing intelligent technologies that support human interaction through handheld devices, connected to wireless digital networks. Intelligent software assistants running on these devices will interact with one another in order to coordinate the activities of multiple users. Such automated coordination may facilitate scheduling of meetings, collaboration among different members of a team, and negotiating conflicts that may arise between the activities of different connected users. This will enable context-dependent task support and coordination of workers involved in industrial applications involving mobility and dynamism.Read moreRead less
Service-oriented negotiation and coordination in multi-agent systems. Australia has a strong competitive advantage in the area of agent software. The outcomes of this project will provide an improved platform for services in application areas such as finance, e-commerce, tourism, and multi-platform media. More broadly, the work proposed here will enable the IT industry in Australia, and Melbourne specifically, to adopt and utilise agent-technology in developing the complex software that is inc ....Service-oriented negotiation and coordination in multi-agent systems. Australia has a strong competitive advantage in the area of agent software. The outcomes of this project will provide an improved platform for services in application areas such as finance, e-commerce, tourism, and multi-platform media. More broadly, the work proposed here will enable the IT industry in Australia, and Melbourne specifically, to adopt and utilise agent-technology in developing the complex software that is increasingly required to meet the needs of the software-driven knowledge economy of the 21st century.Read moreRead less