Four styles of parallel and net programming

doi:10.1007/s11704-009-0028-0

	Four styles of parallel and net programming
	Xu, Zhiwei 1; He, Yongqiang 1,2; Lin, Wei 1,2; Zha, Li 1
	2009-09-01
发表期刊	FRONTIERS OF COMPUTER SCIENCE IN CHINA
ISSN	1673-7350
卷号	3 期号:3 页码:290-301
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.
关键词	concurrent programming CUDA SIMT transactional memory MapReduce GSML
DOI	10.1007/s11704-009-0028-0
收录类别	SCI
语种	英语
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
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号	WOS:000207971100002
出版者	HIGHER EDUCATION PRESS
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11521
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.