IEEE TRANSACTIONS ON BIG DATA, VOL. XX, NO. X, MARCH 2015 1

Petuum: A New Platform for Distributed Machine Learning on Big Data

Eric P. Xing, Qirong Ho, Wei Dai, Jin Kyu Kim, Jinliang Wei, Seunghak Lee, Xun Zheng, Pengtao Xie,

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Abhimanu Kumar, and Yaoliang Yu

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Research

iCity & Big Data—Review

Strategies and Principles of Distributed Machine Learning on Big Data

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Eric P. Xing *, Qirong Ho, Pengtao Xie, Dai Wei

School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA

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