Parameterizable benchmarking framework for designing a MapReduce performance model

Concurrency and Computation: Practice and Experience, pp. 2005-2026, 2014.

Cited by: 14|Views15


In MapReduce environments, many applications have to achieve different performance goals for producing time relevant results. One of typical user questions is how to estimate the completion time of a MapReduce program as a function of varying input dataset sizes and given cluster resources. In this work, we offer a novel performance evalu...More



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