Benchmarking approach for designing a mapreduce performance model

In MapReduce environments, many of the programs are reused for processing a regularly incoming new data. A typical user question is how to estimate the completion time of these programs as a function of a new dataset and the cluster resources. In this work1 , we offer a novel performance evaluation framework for answering this question. W...More