Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0668447
Funder
Australian Research Council
Funding Amount
$320,000.00
Summary
Enterprise Grid Laboratory. Parallel and distributed processing can improve company profit, lower costs of design, production and deployment of new technologies, and create better business environments. To achieve this, new inexpensive parallel and distributed systems are needed. Research and initial developments show that such systems can be built based on enterprise grids. The understanding of enterprise grids, and in particular their operating systems, scheduling algorithms, load balancing, h ....Enterprise Grid Laboratory. Parallel and distributed processing can improve company profit, lower costs of design, production and deployment of new technologies, and create better business environments. To achieve this, new inexpensive parallel and distributed systems are needed. Research and initial developments show that such systems can be built based on enterprise grids. The understanding of enterprise grids, and in particular their operating systems, scheduling algorithms, load balancing, heterogeneity, transparency, applications deployment, is of the most critical importance for their development and taking them by industry and business. The new laboratory funded by this grant will place Australia at the forefront of research into the future generation of grids.Read moreRead less
Special Research Initiatives - Grant ID: SR0567493
Funder
Australian Research Council
Funding Amount
$99,146.00
Summary
E-Services for Comparative Studies in Molecular Biology. The central challenge of post-genomic biology is to exploit the range of sequence and microarray data to yield greater understanding of biological processes. Large comparative studies are hamstrung by the inaccessibility of specialist comparative tools and the problem of managing large-scale disparate data. This project will provide portal and web services facilities to remove these obstacles, relying on robust and scalable business techno ....E-Services for Comparative Studies in Molecular Biology. The central challenge of post-genomic biology is to exploit the range of sequence and microarray data to yield greater understanding of biological processes. Large comparative studies are hamstrung by the inaccessibility of specialist comparative tools and the problem of managing large-scale disparate data. This project will provide portal and web services facilities to remove these obstacles, relying on robust and scalable business technologies to be made freely available. Our work will be driven by specific applications in bacterial genomics and cancer research, and will support research into prostate cancer and the pathogens Chlamydia and Bacillus anthracis.Read moreRead less
Investigation of a Dynamic Collaborative Framework for Multi-Modal Devices. Modern business and society increasingly call for agility through the rapid formation of groups and collaboration of individuals. Mobile computing devices have the potential to enable this collaboration. However this is currently unrealised; software is not keeping up with hardware. This project aims to investigate techniques and software tools to provide an adaptive framework for multimedia-rich applications, which seam ....Investigation of a Dynamic Collaborative Framework for Multi-Modal Devices. Modern business and society increasingly call for agility through the rapid formation of groups and collaboration of individuals. Mobile computing devices have the potential to enable this collaboration. However this is currently unrealised; software is not keeping up with hardware. This project aims to investigate techniques and software tools to provide an adaptive framework for multimedia-rich applications, which seamlessly support collaboration through multi-modal communications between heterogenous mobile devices. This combination of multimedia, smart devices and advanced communications has the potential to revolutionise many key industries by making information available and manipulable in new and better ways.Read moreRead less
Visual Analytics for Next Generation Sequencing. Next-generation sequencing technologies have brought a revolution in biology and healthcare, while taxing the ability of scientists and clinicians to identify and process relevant data, to make sense of it all and communicate it to others in a concise and meaningful way. This project aims to tackle this problem through fundamentally new approaches to data selection and visualisation at very large scale, actively encoding for insight into underlyin ....Visual Analytics for Next Generation Sequencing. Next-generation sequencing technologies have brought a revolution in biology and healthcare, while taxing the ability of scientists and clinicians to identify and process relevant data, to make sense of it all and communicate it to others in a concise and meaningful way. This project aims to tackle this problem through fundamentally new approaches to data selection and visualisation at very large scale, actively encoding for insight into underlying biological and biomedical processes, bringing sustainable discovery of new relationships and variations within the data. The project aims to support new approaches to medical diagnosis and treatment, and offer crucial lessons to address the broader challenge of understanding large, complex data sets.Read moreRead less
Verified Emulation of Legacy Mission Computer Systems. Processor obsolescence is a serious maintenance problem for long-lived computer control systems in military aircraft and other critical applications. A promising solution is to interpose an emulator program between the original "legacy" software and a replacement processor. Unfortunately, no techniques exist for accurately verifying that this procedure preserves the original system's functional and timing behaviour. A particular challenge ....Verified Emulation of Legacy Mission Computer Systems. Processor obsolescence is a serious maintenance problem for long-lived computer control systems in military aircraft and other critical applications. A promising solution is to interpose an emulator program between the original "legacy" software and a replacement processor. Unfortunately, no techniques exist for accurately verifying that this procedure preserves the original system's functional and timing behaviour. A particular challenge is that processor emulations involve both legacy code and new subroutines, written in different programming languages. This project will enable verification of safety and mission-critical emulated systems by devising a multilingual modelling and reasoning formalism, based on program refinement theory.Read moreRead less
Cost-effective use of assertions in the verification and validation of distributed and real-time systems. The project will reinforce Australia as a world leader in empirical software engineering and software verification and validation research, thus building on Australia's strengths in ICT research and innovation. Through the involvement of a local software verification and validation company and through industrial case studies, this project will also improve the software verification and valid ....Cost-effective use of assertions in the verification and validation of distributed and real-time systems. The project will reinforce Australia as a world leader in empirical software engineering and software verification and validation research, thus building on Australia's strengths in ICT research and innovation. Through the involvement of a local software verification and validation company and through industrial case studies, this project will also improve the software verification and validation capabilities of local industry, allow them to save software development costs, and improve the quality of the software produced.Read moreRead less
Defending AI based FinTech Systems against Model Extraction Attacks. This project aims to develop new methods for defending artificial intelligence (AI) based FinTech systems from highly potent and insidious model extraction attacks whereby an adversary can steal the AI model from the system to cause intellectual property (IP) violation, business advantage disruption, and financial loss. This can be achieved by examining various attack models, creating active and utility-preserving defences, and ....Defending AI based FinTech Systems against Model Extraction Attacks. This project aims to develop new methods for defending artificial intelligence (AI) based FinTech systems from highly potent and insidious model extraction attacks whereby an adversary can steal the AI model from the system to cause intellectual property (IP) violation, business advantage disruption, and financial loss. This can be achieved by examining various attack models, creating active and utility-preserving defences, and inventing non-removable watermarks on AI models. The outcomes are new tools for securing AI-based FinTech systems before deployment and tools for IP violation forensics post-deployment. Such capabilities are beneficial by improving the security and safety of FinTech systems and other nationally critical AI systems.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH170100013
Funder
Australian Research Council
Funding Amount
$2,962,655.00
Summary
ARC Research Hub for Digital Enhanced Living. The ARC Research Hub for Digital Enhanced Living aims to address the growing challenges of aging people living in their own home or residential care. This will be through inventing new personalised medical technologies through an innovative approach, with a multi-disciplinary team leveraging diverse expertise. An enhanced capacity to create and deploy fit-for-purpose personalised health solutions will result in revenues from new and repurposed device ....ARC Research Hub for Digital Enhanced Living. The ARC Research Hub for Digital Enhanced Living aims to address the growing challenges of aging people living in their own home or residential care. This will be through inventing new personalised medical technologies through an innovative approach, with a multi-disciplinary team leveraging diverse expertise. An enhanced capacity to create and deploy fit-for-purpose personalised health solutions will result in revenues from new and repurposed devices, analytics and integration platforms. New jobs and improved care will see cost reductions, better use of resources and enhanced mental, physical and social well-being.Read moreRead less
Information Security Evaluation of Embedded Computer Software. Safeguarding classified electronic communications is of major national importance. This research, into security evaluation of computer software, is supported by the Defence Signals Directorate, which verifies the security of communications devices used by Australia's government and armed forces. As such devices become increasingly sophisticated, traditional security evaluation techniques have become unacceptably difficult and costl ....Information Security Evaluation of Embedded Computer Software. Safeguarding classified electronic communications is of major national importance. This research, into security evaluation of computer software, is supported by the Defence Signals Directorate, which verifies the security of communications devices used by Australia's government and armed forces. As such devices become increasingly sophisticated, traditional security evaluation techniques have become unacceptably difficult and costly. Hardware evaluation techniques, based on tracing paths through circuitry diagrams, have proven unsuitable for software evaluations. Consequently, devising new tools and techniques for information security evaluation of embedded computer software is essential for preserving Australia's national security.Read moreRead less
Building dependability into complex, computer-based systems. Air traffic control, telecommunications, defence, power distribution and many other vital infrastructures all rely on complex computer-based systems. Whenever one of these systems fails, it can cause major disruption to society, create large financial losses and even pose risks to life.
This project will integrate and improve methods for modelling and analysing computer-based systems in terms of their requirements and architectures ....Building dependability into complex, computer-based systems. Air traffic control, telecommunications, defence, power distribution and many other vital infrastructures all rely on complex computer-based systems. Whenever one of these systems fails, it can cause major disruption to society, create large financial losses and even pose risks to life.
This project will integrate and improve methods for modelling and analysing computer-based systems in terms of their requirements and architectures, focusing on how to achieve and maintain dependability in the context of on-going change and failure to meet requirements. These methods will be based on sound mathematical foundations and proven engineering approaches applicable to industrial-scale complex systems.Read moreRead less