Mrs: High Performance MapReduce for Iterative and Asynchronous Algorithms in Python

Abstract

Mrs [1] is a lightweight Python-based MapReduce implementation designed to make MapReduce programs easy to write and quick to run, particularly useful for research and academia. A common set of algorithms that would benefit from Mrs are iterative algorithms, like those frequently found in machine learning; however, iterative algorithms typically perform… (More)

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