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Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning.
Aurick Qiao
Sang Keun Choe
Suhas Jayaram Subramanya
Willie Neiswanger
Qirong Ho
Hao Zhang
Gregory R. Ganger
Eric P. Xing
Published in:
OSDI (2021)
Keyphrases
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deep learning
unsupervised learning
unsupervised feature learning
machine learning
clustering algorithm
mental models
active learning
restricted boltzmann machine
deep architectures
data sets
computer vision
feature selection
bayesian networks
higher order
weakly supervised