Thesis Report: Resource Utilization Provisioning in MapReduce

Computer Science – Distributed – Parallel – and Cluster Computing

Scientific paper

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Scientific paper

In this thesis report, we have a survey on state-of-the-art methods for
modelling resource utilization of MapReduce applications regard to its
configuration parameters. After implementation of one of the algorithms in
literature, we tried to find that if CPU usage modelling of a MapReduce
application can be used to predict CPU usage of another MapReduce application.

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