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A MapReduce iteration framework in local parallel and message synchronization
Wang T(王挺); Zhang HL(张华良); Zeng P(曾鹏)
作者部门工业控制网络与系统研究室
会议名称2013 International Conference on Vehicle and Mechanical Engineering and Information Technology, VMEIT 2013
会议日期August 17-18, 2013
会议地点Zhengzhou, Henan, China
会议录名称Applied Mechanics and Materials
出版者Trans Tech Publications Ltd,
出版地Zurich-Durnten, Switzerland
2013
页码2237-2241
收录类别EI
EI收录号20134116829057
产权排序1
ISSN号1660-9336
ISBN号978-3-03785-820-2
关键词Algorithms Computer Systems Iterative Methods Synchronization
摘要With the development of large-scale distributed computing, Stand-alone operating environment to meet the demand of the time and space overhead of massive data based on. There is more attention to how to design the distributed algorithm for efficient cloud computing environment. The MapReduce model cannot solve the issue. In this paper, the redesign of the computing model of MapReduce, ensure the existing calculation models compatible with the old MapReduce operation. At the same time, the framework used the message synchronization mechanism to implement state data changing interaction tasks in Parallel Layer. Compared to the original MapReduce operation, greatly reduces the processing time of the MapReduce iterative algorithm. © (2013) Trans Tech Publications, Switzerland.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/13864
专题工业控制网络与系统研究室
通讯作者Wang T(王挺)
作者单位Department of Industrial Control Network and System, Shenyang Institute of Automation, Chinese A cademy of Sciences Shenyang, Liaoning, 110016, China
推荐引用方式
GB/T 7714
Wang T,Zhang HL,Zeng P. A MapReduce iteration framework in local parallel and message synchronization[C]. Zurich-Durnten, Switzerland:Trans Tech Publications Ltd,,2013:2237-2241.
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