Next generation garbage collection: discovery, design, and development. This project aims to improve the performance of programming languages used by millions of Australians every day, such as Java, JavaScript and PHP by developing improved memory-management algorithms. These languages use what is referred to as “garbage collection” to ensure memory is managed without data loss, but do so conservatively and consequently cause performance challenges and energy overheads. This project expects to p ....Next generation garbage collection: discovery, design, and development. This project aims to improve the performance of programming languages used by millions of Australians every day, such as Java, JavaScript and PHP by developing improved memory-management algorithms. These languages use what is referred to as “garbage collection” to ensure memory is managed without data loss, but do so conservatively and consequently cause performance challenges and energy overheads. This project expects to provide these languages with improved memory-management algorithms, and provides researchers and industry with a framework for innovation. This project will enable safe software that is more efficient on today's hardware and able to exploit emerging hardware. This project should lead to better performance and energy savings for server applications, phones, watches, and smart appliances, while ensuring memory safety.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE210101808
Funder
Australian Research Council
Funding Amount
$395,775.00
Summary
Genetic Programming for Big Data Analytics. The project aims to extend a powerful machine learning method, called genetic programming and also developing a new concept called Alpha program, for big data analytics. This project expects to generate a new approach by finding a systematic approach to develop gene structures using information theory. By borrowing the best genes from the population of programs, the Alpha program concept will be developed for the first time. The proposed approach aims ....Genetic Programming for Big Data Analytics. The project aims to extend a powerful machine learning method, called genetic programming and also developing a new concept called Alpha program, for big data analytics. This project expects to generate a new approach by finding a systematic approach to develop gene structures using information theory. By borrowing the best genes from the population of programs, the Alpha program concept will be developed for the first time. The proposed approach aims to enhance genetic programming for many practical problems. I contend that not only finding better tools for big data analytics is in the best interest of machine learning and big data communities, it also provides significant benefits for other communities and industries in Australia.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE160100918
Funder
Australian Research Council
Funding Amount
$340,000.00
Summary
Real-Time Electromagnetic-wave Engineering for Advanced Wireless Systems. This project aims to enable and accelerate the development and deployment of next generation high-speed wireless networks, particularly in high network density areas. It aims to apply real-time electromagnetic signal processing engineering to achieve all-analog mm-wave radio systems for ultrafast wireless systems. Next-generation wireless networks will need to support a 1000-fold increase in data capacity. The mere evoluti ....Real-Time Electromagnetic-wave Engineering for Advanced Wireless Systems. This project aims to enable and accelerate the development and deployment of next generation high-speed wireless networks, particularly in high network density areas. It aims to apply real-time electromagnetic signal processing engineering to achieve all-analog mm-wave radio systems for ultrafast wireless systems. Next-generation wireless networks will need to support a 1000-fold increase in data capacity. The mere evolution of current digital based mobile technologies will be largely insufficient to meet the anticipated demands, and in light of rapid transitions towards mm-wave domain, new disruptive technological solutions are needed. This project aims to provide these new technological devices and systems for the faster deployment of future wireless networks in Australia.Read moreRead less
Boxing clever: artificial nest boxes as a conservation and research tool. Saving endangered species increasingly requires proactive management. This project presents an innovative and practical solution to save an iconic Australian species, while also providing the scientific foundation for the development of a novel Australian-based commercial product that will be used to protect and restore Australian biodiversity.
Industrial Transformation Training Centres - Grant ID: IC210100047
Funder
Australian Research Council
Funding Amount
$5,000,000.00
Summary
ARC Training Centre for Accelerated Future Crop Development . The Centre will create a new generation of leaders in the implementation of advanced gene and field technologies for the benefit of the Australian agriculture industry. We will build the workforce and foundations that will drive translation of breakthroughs in advanced breeding, phenotyping and genetic technologies into higher-yielding crops. This will increase productivity across the sector and create new markets. Our technical trai ....ARC Training Centre for Accelerated Future Crop Development . The Centre will create a new generation of leaders in the implementation of advanced gene and field technologies for the benefit of the Australian agriculture industry. We will build the workforce and foundations that will drive translation of breakthroughs in advanced breeding, phenotyping and genetic technologies into higher-yielding crops. This will increase productivity across the sector and create new markets. Our technical training programs for graduates, trainees and industry will interface with best evidence-based practices in the wider socio-economic, regulatory and environmental contexts. Coupled with community and stakeholder engagement, the Centre will redefine and secure Australia’s future in agriculture. Read moreRead less
Supporting Responses To Commonwealth Science Council Priorities - Grant ID: CS170100007
Funder
Australian Research Council
Funding Amount
$208,595.00
Summary
The Internet of Things: maximising the benefit of deployment in Australia. This project aims to examine the opportunities, risks and consequences of the Internet of Things (IoT) and establish ways to foster technological leadership while ensuring responsible deployment. This project explores the immense potential that the Internet of Things offers for Australia – the productivity and safety of our industries, the efficiency and impact of services, and our ability to contribute skilled jobs to th ....The Internet of Things: maximising the benefit of deployment in Australia. This project aims to examine the opportunities, risks and consequences of the Internet of Things (IoT) and establish ways to foster technological leadership while ensuring responsible deployment. This project explores the immense potential that the Internet of Things offers for Australia – the productivity and safety of our industries, the efficiency and impact of services, and our ability to contribute skilled jobs to the growing global digital economy. These analyses will clarify the economic, social and cultural perspectives of deployment and establish a set of key findings to guide policy making over the next decade.Read moreRead less
Optical phased array for space debris tracking and manoeuvring. Space junk in low Earth orbit is increasing at an alarming rate, jeopardising our access to critical navigation, communications, weather and natural disaster warning services. This project will prevent collisions of debris with satellites by developing a new laser system called an optical phased array to track and remotely manoeuvre space debris.
Enabling Disability? Autonomous Technologies & CaLD persons with disability. Over 1 million disabled Australians are from culturally and linguistically diverse (CaLD) communities, the majority of whom are ineligible for disability and multicultural services. CaLD persons with disability significantly rely on digital information systems, devices and platforms to secure their economic, social and cultural inclusion. Evidence to date documents the continual exclusionary impact of artificial intelli ....Enabling Disability? Autonomous Technologies & CaLD persons with disability. Over 1 million disabled Australians are from culturally and linguistically diverse (CaLD) communities, the majority of whom are ineligible for disability and multicultural services. CaLD persons with disability significantly rely on digital information systems, devices and platforms to secure their economic, social and cultural inclusion. Evidence to date documents the continual exclusionary impact of artificial intelligence (AI) behind such technologies in addition to its inaccessibility to complex end-users. Yet, AI is now central to socio-economic well being and inclusion. In partnership with community and industry, this project will inform future AI developments and policy increasing its adaptability, accessibility and affordability.
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Modelling network innovation performance capability: a multidisciplinary approach. Innovation is created in complex network interactions.
By combining agent-based and fuzzy logic modelling, this project will identify combinations of resources to generate new ideas/technologies. This will enable managers and policy makers to understand the mechanisms behind innovation and implement policies aimed at enhancing innovation processes.
Making eMaking Accessible for People with Intellectual Disabilities. This interdisciplinary research will create an evidence based eMaking program that empowers people with Intellectual Disabilities. eMaking benefits include collaborative problem solving and employment pathways; however, people with disabilities are often excluded. Through a unique, inclusive, outreach van, strategies to build accessible eMaking will be generated. Project outcomes include replicable, scalable eMaking activities ....Making eMaking Accessible for People with Intellectual Disabilities. This interdisciplinary research will create an evidence based eMaking program that empowers people with Intellectual Disabilities. eMaking benefits include collaborative problem solving and employment pathways; however, people with disabilities are often excluded. Through a unique, inclusive, outreach van, strategies to build accessible eMaking will be generated. Project outcomes include replicable, scalable eMaking activities and toolkits to facilitate Science, Technology, Engineering and Mathematics for all. Project benefits include opportunities for people with Intellectual Disability to participate in meaningful recreational or work-focused eMaking, and changing community attitudes through shared eMaking participation.Read moreRead less