Benchmarking Distributed Data Processing Systems for Machine Learning Workloads

Christoph Boden, Tilmann Rabl, Sebastian Schelter, Volker Markl. Benchmarking Distributed Data Processing Systems for Machine Learning Workloads. In Raghunath Nambiar, Meikel Poess, editors, Performance Evaluation and Benchmarking for the Era of Artificial Intelligence - 10th TPC Technology Conference, TPCTC 2018, Rio de Janeiro, Brazil, August 27-31, 2018, Revised Selected Papers. Volume 11135 of Lecture Notes in Computer Science, pages 42-57, Springer, 2018. [doi]

Abstract

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