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Managing Globally Distributed Data for Deep Learning using TensorFlow on YARN
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Managing Globally Distributed Data for Deep Learning using TensorFlow on YARN
A system for replicating data across geographically distributed data centers, discussing the benefits of consistently replicating data used by TensorFlow for training, and exploring the advantages of using a Paxos-based distributed coordination algorithm for replication.