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37

FGIT
2011
Springer

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Performance Evaluation of MapReduce Applications on Cloud Computing Environment, FutureGrid

12 years 4 months ago

Performance Evaluation of MapReduce Applications on Cloud Computing Environment, FutureGrid

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This paper describes the result of performance evaluation of two kinds of MapReduce applications running in the FutureGrid: a data intensive application and a computation intensive application. For this work, we construct a virtualized cluster system made of a set of VM instances. We observe that the overall performance of a data intensive application is strongly affected by the configuration of the VMs. It can be used to identify the bottleneck of the MapReduce application running on the virtualized cluster system with various VM instances.

Yunhee Kang, Geoffrey C. Fox

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Bottleneck | Cluster System | FGIT 2011 | Information Technology | Intensive Application |

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Added	22 Dec 2011
Updated	22 Dec 2011
Type	Journal
Year	2011
Where	FGIT
Authors	Yunhee Kang, Geoffrey C. Fox

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