Scaling Distributed Machine Learning with the Parameter Server

Mu Li, David G. Andersen, Jun Woo Park, Alexander J. Smola, Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, Bor-Yiing Su. Scaling Distributed Machine Learning with the Parameter Server. In Jason Flinn, Hank Levy, editors, 11th USENIX Symposium on Operating Systems Design and Implementation, OSDI '14, Broomfield, CO, USA, October 6-8, 2014. pages 583-598, USENIX Association, 2014. [doi]

Abstract

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