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A software toolkit for visualizing enterprise routing design., , , and . SafeConfig, IEEE, (2011)High-Performance Distributed ML at Scale through Parameter Server Consistency Models., , , , , and . AAAI, page 79-87. AAAI Press, (2015)Managed communication and consistency for fast data-parallel iterative analytics., , , , , , , , and . SoCC, page 381-394. ACM, (2015)Automating Dependence-Aware Parallelization of Machine Learning Training on Distributed Shared Memory., , , and . EuroSys, page 42:1-42:17. ACM, (2019)Addressing the straggler problem for iterative convergent parallel ML., , , , , , , and . SoCC, page 98-111. ACM, (2016)Priority-based Parameter Propagation for Distributed DNN Training., , , , and . SysML, mlsys.org, (2019)Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters., , , , , , , , , and . USENIX ATC, page 181-193. USENIX Association, (2017)Exploiting iterative-ness for parallel ML computations., , , , , , , , , and 1 other author(s). SoCC, page 5:1-5:14. ACM, (2014)Petuum: A New Platform for Distributed Machine Learning on Big Data., , , , , , , , , and . KDD, page 1335-1344. ACM, (2015)Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads., , , , , , , , , and 1 other author(s). OSDI, page 495-514. USENIX Association, (2021)