End-to-End Optimization for Geo-Distributed MapReduce

Abstract

MapReduce has proven remarkably effective for a wide variety of data-intensive applications, but it was designed to run on large single-site homogeneous clusters. Researchers have begun to explore the extent to which the original MapReduce assumptions can be relaxed, including skewed workloads, iterative applications, and heterogeneous computing… (More)
DOI: 10.1109/TCC.2014.2355225

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