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 ...

Abstract: MapReduce is popular for big data analytics because it offers easy-to-use map and reduce user interfaces while hiding the complexity of system scalability and fault resiliency issues. While ...

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