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

Thesis Report: Resource Utilization Provisioning in MapReduce