Event-based parallel computing - partially ordered event-triggered systems (POETS)
Event-based parallel computing - partially ordered event-triggered systems (POETS)
批准号:
EP/N031768/1
负责人:
Andrew Brown
金额:
$634.72万
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2016
资助国家:
英国
项目状态:
已结题
起止时间:
2016 至 --
中文摘要
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英文摘要
POETS (Partially Ordered Event Triggered Systems) is a significantly different way of approaching large, compute intensive problems. The evolution of traditional computer technology has taken us from simple machines with a handful of bytes of memory and (by the standards of today) glacial clock speeds, to multi-gigabyte architectures running five or six orders of magnitude faster, but with the same fundamental process at the heart: a central core doing one thing at a time. Over the past few years, architectures have appeared containing multiple cores, but exploiting these efficiently in the general case remains a 'holy grail' of computer science.POETS takes an alternative approach, made possible only today by the proliferation of cheap, small cores and massive reconfigurable platforms. A previous EPSRC project, BIMPA, enabled us to assemble a million core machine, creating a kind of 'meta-computer'. Rather than program explicitly the behaviour of each core and each communication between them, as is done in conventional supercomputers, here the programmer defines a set of relatively small, simple behaviours for the set of cores, and leaves them to get on with it - with the right behavioural definitions , the system 'self-organises' to produce the desired results.BIMPA was designed primarily for neuroscience applications, but a subsidiary research objective allowed us to study the use of the architecture for alternative (physics-based) problems, and we have demonstrated that this kind of approach can lead to dramatic speed increases over conventional solution techniques.POETS is not a general-purpose computing technique, but it is elegantly suited to a variety of traditionally compute intensive engineering and research problems, where it can produce results orders of magnitude faster than conventional machines at a fraction of the cost.The purpose of this research project is to explore this application arena: what kind of architectures are best (fastest)? How might they be automatically configured to self-organise? How might we build bridges between this new technology and a nascent user base? Industry has invested heavily - quite sensibly - in computing technology over the years, and if POETS is to become the disruptive technology we believe it to be capable of, we need to address a serious 'hearts and minds' issue for commercial uptake to ensue.
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Applied Reconfigurable Computing
应用可重构计算
DOI:
10.1007/978-3-319-30481-6_7
发表时间:
2016
期刊:
影响因子:
--
作者:
[Kelly C]
通讯作者:
Kelly C
SpiNNaker: Event-Based Simulation-Quantitative Behavior
SpiNNaker:基于事件的模拟定量行为
DOI:
10.1109/tmscs.2017.2748122
发表时间:
2018
期刊:
IEEE Transactions on Multi-Scale Computing Systems
影响因子:
--
作者:
[Brown A]
通讯作者:
Brown A
Non-deterministic event brokered computing
非确定性事件代理计算
DOI:
10.1145/3535044.3535055
发表时间:
2022
期刊:
影响因子:
--
作者:
[Brown A]
通讯作者:
Brown A
Distributed event-based computing
基于事件的分布式计算
DOI:
--
发表时间:
2017
期刊:
影响因子:
--
作者:
[Andrew Brown]
通讯作者:
Andrew Brown
Parallel Computing: Technology Trends
并行计算:技术趋势
DOI:
10.3233/apc200076
发表时间:
2020
期刊:
影响因子:
--
作者:
[Brown A]
通讯作者:
Brown A
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