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Serverless Computing: One Step Forward, Two Steps Back., , , , , , and . CIDR, www.cidrdb.org, (2019)Apache Spark: a unified engine for big data processing., , , , , , , , , and 4 other author(s). Commun. ACM, 59 (11): 56-65 (2016)Distributed Parallel Inference on Large Factor Graphs., , , and . UAI, page 203-212. AUAI Press, (2009)Hemingway: Modeling Distributed Optimization Algorithms., , , and . CoRR, (2017)Ray RLLib: A Composable and Scalable Reinforcement Learning Library., , , , , , , and . CoRR, (2017)GraphLab: A Distributed Framework for Machine Learning in the Cloud, , , , and . CoRR, (2011)Dynamic Space-Time Scheduling for GPU Inference., , , , , , , and . CoRR, (2019)On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent., , , , , , , and . CoRR, (2018)Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees., , , and . AISTATS, volume 15 of JMLR Proceedings, page 324-332. JMLR.org, (2011)Domain-Aware Dynamic Networks., , , , and . CoRR, (2019)