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Four styles of parallel and net programming

文献类型：期刊论文

作者Xu, Zhiwei1; He, Yongqiang1,2; Lin, Wei1,2; Zha, Li1
刊名FRONTIERS OF COMPUTER SCIENCE IN CHINA
出版日期2009-09-01
卷号3期号:3页码:290-301
关键词concurrent programming CUDA SIMT transactional memory MapReduce GSML
ISSN号1673-7350
DOI10.1007/s11704-009-0028-0
英文摘要This paper reviews the programming landscape for parallel and network computing systems, focusing on four styles of concurrent programming models, and example languages/libraries. The four styles correspond to four scales of the targeted systems. At the smallest coprocessor scale, Single Instruction Multiple Thread (SIMT) and Compute Unified Device Architecture (CUDA) are considered. Transactional memory is discussed at the multicore or process scale. The MapReduce style is examined at the datacenter scale. At the Internet scale, Grid Service Markup Language (GSML) is reviewed, which intends to integrate resources distributed across multiple datacenters. The four styles are concerned with and emphasize different issues, which are needed by systems at different scales. This paper discusses issues related to efficiency, ease of use, and expressiveness.
资助项目National Basic Research (973) Program of China[2005CB321807] ; National Basic Research (973) Program of China[2005CB321600] ; Hi-Tech Research and Development (863) Program of China[2006AA01A106] ; Hi-Tech Research and Development (863) Program of China[2006AA01Z121] ; Hi-Tech Research and Development (863) Program of China[2006AA04Z158] ; National Natural Science Foundation of China[60603004]
WOS研究方向Computer Science
语种英语
WOS记录号WOS:000207971100002
出版者HIGHER EDUCATION PRESS
源URL[http://119.78.100.204/handle/2XEOYT63/11520]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Xu, Zhiwei
作者单位1.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China
推荐引用方式
GB/T 7714		 Xu, Zhiwei,He, Yongqiang,Lin, Wei,et al. Four styles of parallel and net programming[J]. FRONTIERS OF COMPUTER SCIENCE IN CHINA,2009,3(3):290-301.
APA Xu, Zhiwei,He, Yongqiang,Lin, Wei,&Zha, Li.(2009).Four styles of parallel and net programming.FRONTIERS OF COMPUTER SCIENCE IN CHINA,3(3),290-301.
MLA Xu, Zhiwei,et al."Four styles of parallel and net programming".FRONTIERS OF COMPUTER SCIENCE IN CHINA 3.3(2009):290-301.

入库方式： OAI收割

来源：计算技术研究所

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