Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu

The Graphics Processing Unit (GPU) processing capability is getting more powerful than before. Compute intensive and data parallelism applications are proven to perform better on the GPU than on the Central Processing Unit (CPU). However, available General-Purpose Computing on Graphics Processing...

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Main Author:	Ooi, Keng Siang
Format:	Thesis
Language:	English
Published:	2013
Subjects:	QA75.5-76.95 Electronic computers Computer science
Online Access:	http://eprints.usm.my/60818/1/24%20Pages%20from%2000001780131.pdf
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id	my-usm-ep.60818
record_format	uketd_dc
spelling	my-usm-ep.608182024-07-12T02:31:17Z Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu 2013-03 Ooi, Keng Siang QA75.5-76.95 Electronic computers. Computer science The Graphics Processing Unit (GPU) processing capability is getting more powerful than before. Compute intensive and data parallelism applications are proven to perform better on the GPU than on the Central Processing Unit (CPU). However, available General-Purpose Computing on Graphics Processing Unit (GPGPU) programming frameworks which are available publicly are unable to reach beyond the single computer limitation to utilize multiple CPUs and GPUs at different computers in a distributed computing system easily. This study presents the Compute Language Interface (CLI) which is a wrapper library that enables the existing OpenCL applications access to all available CPUs and GPUs in a distributed computing system through Message Passing Interface (MPI) transparently. It is designed to improve the scalability of the OpenCL applications on a distributed computing system while maintaining the same set of application programming interface (API) in the original OpenCL library. The applications can access all available CPUs and GPUs in different computers in a distributed computing system as ifall the CPUs and GPUs are in the same computer. 2013-03 Thesis http://eprints.usm.my/60818/ http://eprints.usm.my/60818/1/24%20Pages%20from%2000001780131.pdf application/pdf en public masters Perpustakaan Hamzah Sendut Pusat Pengajian Sains Komputer
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	QA75.5-76.95 Electronic computers Computer science
spellingShingle	QA75.5-76.95 Electronic computers Computer science Ooi, Keng Siang Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu
description	The Graphics Processing Unit (GPU) processing capability is getting more powerful than before. Compute intensive and data parallelism applications are proven to perform better on the GPU than on the Central Processing Unit (CPU). However, available General-Purpose Computing on Graphics Processing Unit (GPGPU) programming frameworks which are available publicly are unable to reach beyond the single computer limitation to utilize multiple CPUs and GPUs at different computers in a distributed computing system easily. This study presents the Compute Language Interface (CLI) which is a wrapper library that enables the existing OpenCL applications access to all available CPUs and GPUs in a distributed computing system through Message Passing Interface (MPI) transparently. It is designed to improve the scalability of the OpenCL applications on a distributed computing system while maintaining the same set of application programming interface (API) in the original OpenCL library. The applications can access all available CPUs and GPUs in different computers in a distributed computing system as ifall the CPUs and GPUs are in the same computer.
format	Thesis
qualification_level	Master's degree
author	Ooi, Keng Siang
author_facet	Ooi, Keng Siang
author_sort	Ooi, Keng Siang
title	Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu
title_short	Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu
title_full	Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu
title_fullStr	Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu
title_full_unstemmed	Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu
title_sort	compute language interface: a transparent wrapper library for multi cpu-gpu
granting_institution	Perpustakaan Hamzah Sendut
granting_department	Pusat Pengajian Sains Komputer
publishDate	2013
url	http://eprints.usm.my/60818/1/24%20Pages%20from%2000001780131.pdf
_version_	1804889003263000576

Compute Language Interface: A Transparent Wrapper Library For Multi Cpu-Gpu

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