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.