Statistical Workloads for Energy Efficient MapReduce

  title={Statistical Workloads for Energy Efficient MapReduce},
  author={Yanpei Chen and A. S. Ganapathi and Armando Fox and Randy H. Katz and David A. Patterson},
Energy efficiency is a growing concern in modern datacenters. As Internet services increasingly rely on MapReduce workloads to fuel their flagship businesses, there is a growing need for better MapReduce energy efficency evaluation mechanisms. We present a statistics-driven workload generation framework that distills summary statistics from production… CONTINUE READING

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