DocumentCode
2047962
Title
Hybrid OpenCL over high speed networks
Author
Aoki, Ryo ; Oikawa, Shuichi ; Tsuchiyama, Ryoji ; Nakamura, Takashi
Author_Institution
Dept. of Comput. Sci., Univ. of Tsukuba, Tsukuba, Japan
fYear
2010
fDate
21-24 Nov. 2010
Firstpage
1094
Lastpage
1099
Abstract
We are developing Hybrid OpenCL, which enables the connection between different OpenCL implementations over the network. Hybrid OpenCL consists of two elements, a runtime system that provides the abstraction of different OpenCL implementations and a bridge program that connects multiple OpenCL runtime systems over the network. Hybrid OpenCL enables the construction of the scalable OpenCL environments. It enables applications written in OpenCL to be easily ported to high performance cluster computers; thus, Hybrid OpenCL can provide more various parallel computing platforms and the progress of utility value of OpenCL applications. This paper describes the implementation of Hybrid OpenCL and its results from experimentation. The experimental results show that the overhead introduced by Hybrid OpenCL is minimum and can be amortized by actual data processing time.
Keywords
parallel processing; OpenCL runtime systems; high performance cluster computers; high speed networks; hybrid OpenCL; parallel computing platforms; GPGPU; HPC; Heterogeneous computing; Middleware; OpenCL;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON 2010 - 2010 IEEE Region 10 Conference
Conference_Location
Fukuoka
ISSN
pending
Print_ISBN
978-1-4244-6889-8
Type
conf
DOI
10.1109/TENCON.2010.5686423
Filename
5686423
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