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HSim: A MapReduce simulator in enabling Cloud Computing
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DOI：10.1016/j.future.2011.05.007.png)
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Abstract
En 中文
MapReduce is an enabling technology in support of Cloud Computing. Hadoop which is a MapReduce implementation has been widely used in developing MapReduce applications. This paper presents HSim, a MapReduce simulator which builds on top of Hadoop. HSim models a large number of parameters that can affect the behaviors of MapReduce nodes, and thus it can be used to tune the performance of a MapReduce cluster. HSim is validated with both benchmark results and user customized MapReduce applications. (C) 2011 Elsevier B.V. All rights reserved.
Keywords:
MapReduce
Hadoop framework
Cloud Computing
Simulator
Programming models
Journal
F
IF:
6.1
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6.8K
Citations:
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