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With the recent emergence of cloud computing based services on the Internet, MapReduce and distributed file systems like HDFS have emerged as the paradigm of choice for developing large scale data intensive applications. Given the scale at which these applications are deployed, minimizing power consumption of these clusters can significantly cut down operational costs and reduce their carbon footprint -thereby increasing the utility from a provider's point of view. This paper addresses energydoi:10.1016/j.future.2011.07.001 fatcat:d7ffbaxy7rb5rj62ituy63zrmu