Bridging the Programmability Gap of Compute Accelerators
Bridging the Programmability Gap of Compute Accelerators
批准号:
RGPIN-2015-05762
负责人:
Abdelrahman, Tarek
金额:
$1.75万
依托单位:
依托单位国家:
加拿大
项目类别:
Discovery Grants Program - Individual
财政年份:
2015
资助国家:
加拿大
项目状态:
已结题
起止时间:
2015-01-01 至 2016-12-31
中文摘要
在过去的几年里,人们对计算加速器的兴趣与日俱增。计算加速器是一种大规模并行设备,具有以低功耗提供高性能的潜力。这种日益增长的兴趣是由智能手机和平板电脑的激增推动的,用户需要更多的功能和更长的电池寿命。它还受到在许多领域解决计算密集型问题的持续需求的推动,如大数据处理、计算金融、环境建模、生物信息学和物理设计。本研究集中于两种类型的计算加速器:图形处理单元(GPU)和现场可编程门阵列(FPGA)。
英文摘要
The past few years have seen increasing interest in compute accelerators—massively parallel devices that have the potential to deliver high performance at low power. This increasing interest is driven by the proliferation of smart phones and tablets, where users demand more functionality and longer battery life. It is also driven by the continual need to solve computationally intensive problems in many domains, such as big data processing, computational finance, environmental modeling, bioinformatics and physical design. This research focuses on two types of compute accelerators: Graphics Processing Units (GPUs) and Field Programmable Gate Arrays (FPGAs).
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依托单位:
Compiler support for GPU application accelerators
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批准号:121615-2010
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批准号:451889-2013
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Compiler support for GPU application accelerators
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Compiler support for GPU application accelerators
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依托单位:
Auto-Tuning GPU Performance using Machine Learning
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财政年份:2011
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依托单位:
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批准号:121615-2010
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资助金额:$2.26万
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财政年份:2010
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批准号:402939-2010
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资助金额:$1.46万
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资助金额:$3.21万
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依托单位:
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依托单位:
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批准号:356854-2007
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资助金额:$7.28万
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财政年份:2008
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依托单位:
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海外基金