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Performance Evaluation of MapReduce Applications on Cloud Computing Environment, FutureGrid
[chapter]
2011
Communications in Computer and Information Science
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
doi:10.1007/978-3-642-27180-9_10
fatcat:kd5u4rtgtjd73gec3nhizkvg7u