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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:
AAAI (2015)
Keyphrases
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multi agent
lightweight
statistical models
database
cooperative
probabilistic model
model selection
linear model
special case
response time
maximum likelihood
statistical model
parameter space
computational models
data intensive
low latency