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Understanding the Interaction between Interests, Conversations and Friendships in Facebook, , , and . CoRR, (2012)Primitives for Dynamic Big Model Parallelism., , , , , and . CoRR, (2014)Petuum: A New Platform for Distributed Machine Learning on Big Data., , , , , , , , , and . KDD, page 1335-1344. ACM, (2015)Exploiting iterative-ness for parallel ML computations., , , , , , , , , and 1 other author(s). SoCC, page 5:1-5:14. ACM, (2014)Strategies and Principles of Distributed Machine Learning on Big Data, , , and . Engineering, 2 (2): 179 - 195 (2016)Orpheus: Efficient Distributed Machine Learning via System and Algorithm Co-design., , , , and . SoCC, page 1-13. ACM, (2018)Latent Space Inference of Internet-Scale Networks., , and . J. Mach. Learn. Res., (2016)On Model Parallelization and Scheduling Strategies for Distributed Machine Learning., , , , , and . NIPS, page 2834-2842. (2014)Exploiting Bounded Staleness to Speed Up Big Data Analytics., , , , , , , , , and 2 other author(s). USENIX Annual Technical Conference, page 37-48. USENIX Association, (2014)Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks., , , , , , and . CoRR, (2017)