Local and Global Optimization of MapReduce Program Model

MapReduce, which was introduced by Google, provides two functional interfaces, Map and Reduce, for a user to write the user-specific code to process the large amount of data. It has been widely deployed in cloud computing systems. The parallel tasks, data partition, and data transit are automaticall...

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Bibliographic Details

Published in:	2011 IEEE World Congress on Services pp. 257 - 264
Main Authors:	Congchong Liu, Shujia Zhou
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2011
Subjects:	Adaptation models Computational modeling Computers Distributed databases distributed memory system load balancing Load modeling MapReduce Monitoring Runtime shared-memory system X10 parallel programming language
ISBN:	1457708795, 9781457708794
ISSN:	2378-3818
Online Access:	Get full text
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