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PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud.
Liang Luo
Peter West
Arvind Krishnamurthy
Luis Ceze
Jacob Nelson
Published in:
MLSys (2020)
Keyphrases
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cloud computing
distributed systems
computing platform
distributed data
training data
map reduce
training phase
communication cost
fault tolerant
computer networks
training samples
peer to peer
multi agent
quality of service
agent technology
training set
communication overhead
information retrieval
network latency