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High-Performance Distributed ML at Scale through Parameter Server Consistency Models.
Wei Dai
Abhimanu Kumar
Jinliang Wei
Qirong Ho
Garth A. Gibson
Eric P. Xing
Published in:
CoRR (2014)
Keyphrases
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cooperative
probabilistic model
distributed environment
multi agent
distributed systems
client server
parameter estimation
data intensive
neural network
prior knowledge
maximum likelihood
parameter estimates
low overhead
network latency