Linkage Infrastructure, Equipment And Facilities - Grant ID: LE140100061
Funder
Australian Research Council
Funding Amount
$1,000,000.00
Summary
FlashLite: A High Performance Machine for Data Intensive Science. FlashLite: a high performance machine for data intensive science: The 21st century has been described as the century of data. Experts predict an exponential growth in the amount of data that will be captured, generated and archived. Australia has made significant progress towards addressing some of the opportunities and infrastructure challenges posed by such rapid increase in data volumes. However, these investments do not addre ....FlashLite: A High Performance Machine for Data Intensive Science. FlashLite: a high performance machine for data intensive science: The 21st century has been described as the century of data. Experts predict an exponential growth in the amount of data that will be captured, generated and archived. Australia has made significant progress towards addressing some of the opportunities and infrastructure challenges posed by such rapid increase in data volumes. However, these investments do not address the growing need to process data. Conventional supercomputers are unable to meet the challenges of the data explosion. The large gap in latency and bandwidth between the processor, memory and disk subsystems means that the processor is often idle waiting to fetch data. This project will build a platform focussed on data intensive science.Read moreRead less
Hardware-based accelerators for real-time machine learning. This project will tackle the challenge of applying real-time machine learning to massive high-frequency data. This project will leverage advancements in machine learning and hardware synthesis to implement computationally complex machine-learning algorithms on hardware-accelerated platforms, avoiding overhead delays incurred by software running on a processor.
Performance Practice in New Interfaces for Realtime Electronic Music Performance. Results will be reported at national and international conferences both academic and commercial. Manuscripts will be prepared for submission to international refereed scholarly journals. Articles for rapid communication to a popular and commercial audience in areas of music technology, electronic arts, HCI and IT will also be prepared.
Design Automation for Processor Pipelines. Embedded system processors comprise about eighty percent of the processor market. This project targets this particular segment, customising multi-processor system on chips for a particular class of embedded applications, resulting in superior performance, low power and reduced cost. Direct benefits will include clear understanding of architectures and algorithms, research training, better processors for the embedded market, and quality publications. Ind ....Design Automation for Processor Pipelines. Embedded system processors comprise about eighty percent of the processor market. This project targets this particular segment, customising multi-processor system on chips for a particular class of embedded applications, resulting in superior performance, low power and reduced cost. Direct benefits will include clear understanding of architectures and algorithms, research training, better processors for the embedded market, and quality publications. Indirect benefits will be commercialisation and licensing of this technology for use in the embedded systems design industry. Companies which can benefit from this technology exist in Australia and overseas.Read moreRead less
Algorithms for Memory Management and Memory Design in Embedded Systems. Given the importance of embedded systems technology, Australia must secure a place among significant innovators in the field of embedded systems design. Our research aims at novel algorithmic solutions for customization and resource management for embedded processors. Thus, besides generating intellectual property, our research can be fully commercialized in Australia, because it does not require complex and expensive techn ....Algorithms for Memory Management and Memory Design in Embedded Systems. Given the importance of embedded systems technology, Australia must secure a place among significant innovators in the field of embedded systems design. Our research aims at novel algorithmic solutions for customization and resource management for embedded processors. Thus, besides generating intellectual property, our research can be fully commercialized in Australia, because it does not require complex and expensive technologies and other resources available only to the world's largest corporations. In addition, during our research a number of undergraduate and graduate students will get a chance to get training in the cutting edge embedded systems design, optimization and testing.Read moreRead less
Design automation for secure, reliable and energy efficient embedded processors. This project seeks to create a methodology to design and generate processors which are both secure, reliable and energy efficient for deployment in Internet of Things (IoT) systems, which require little on-going maintenance. In such systems, both security and reliability are paramount, particularly in medical devices, control devices in critical machinery, financial transactions and automotive electronics. The proje ....Design automation for secure, reliable and energy efficient embedded processors. This project seeks to create a methodology to design and generate processors which are both secure, reliable and energy efficient for deployment in Internet of Things (IoT) systems, which require little on-going maintenance. In such systems, both security and reliability are paramount, particularly in medical devices, control devices in critical machinery, financial transactions and automotive electronics. The project will use an open RISC-V processor which is sufficiently flexible to function as a base processor, with a myriad of tools such as compilers and debuggers available. Reliable computing machinery will enable systems to work in hostile environments and be functionally correct for longer.Read moreRead less
Towards a high density silicon phase change memory device. This project builds upon our exciting recent findings that amorphous silicon can be transformed to a conducting crystalline phase following small-scale indentation. Furthermore the process is reversible as re-indentation can induce a transformation back to insulating amorphous silicon. This process appears to occur in extremely small (nanoscale) volumes of silicon. We plan to explore the viability of exploiting this behaviour to develo ....Towards a high density silicon phase change memory device. This project builds upon our exciting recent findings that amorphous silicon can be transformed to a conducting crystalline phase following small-scale indentation. Furthermore the process is reversible as re-indentation can induce a transformation back to insulating amorphous silicon. This process appears to occur in extremely small (nanoscale) volumes of silicon. We plan to explore the viability of exploiting this behaviour to develop an entirely new information storage system: a high-density silicon phase change memory. This project aims to study small-scale transformation behaviour in silicon and to design demonstrator memory devices based on both micro-electromechanical systems and solid state technologies.Read moreRead less
Low power memory for modern embedded systems. This project will create methods and circuits to reduce power consumption of embedded systems through memory optimisations. Power efficient embedded systems, will enable smaller, more portable systems and reduce battery usage by 2.5 per cent (worth over US$1.8 billion dollars) and lower toxic waste levels (e.g., heavy metals such as mercury, cadmium etc.).
Automatic Co-Processor Synthesis for Application Specific Instruction Set Processors. Embedded system processors comprise of about eighty percent of the processor market. This project targets this particular segment, customising processors for a particular embedded application, resulting in superior performance, low power and reduced cost. Direct benefits will include clear understanding of architectures and algorithms, research training, better processors for the embedded market, and quality ....Automatic Co-Processor Synthesis for Application Specific Instruction Set Processors. Embedded system processors comprise of about eighty percent of the processor market. This project targets this particular segment, customising processors for a particular embedded application, resulting in superior performance, low power and reduced cost. Direct benefits will include clear understanding of architectures and algorithms, research training, better processors for the embedded market, and quality publications. Indirect benefits will be commercialisation and licensing of this technology for use in the processor design industry. Read moreRead less