Aggregating Local Storage for Scalable Deep Learning I/O.

Zhao Zhang Lei Huang J. Gregory Pauloski Ian T. Foster

Published in: DLS@SC (2019)

Keyphrases

deep learning
file system
storage systems
unsupervised learning
storage devices
unsupervised feature learning
machine learning
weakly supervised
restricted boltzmann machine
main memory
deep architectures
multiscale
information retrieval
feature extraction
tertiary storage