Roy H Campbell
Exploring Network Efficiency of Distributed Model-Replicated Deep Neural Network Systems
(bapg)Dec 2017 - May 2018
2018
Roy H Campbell, Sayed Hadi Hashemi, William Gropp (2018): Accelerating Deep Neural Network Training with Model-Aware Network Scheduling, 2018 Blue Waters Annual Report, pp180-181
Sayed Hadi Hashemi, S. A. Jyothi, and R. H. Campbell: Network Efficiency through Model-Awareness in Distributed Machine Learning Systems
15th USENIX Symposium on Networked Systems Design and Implementation (NSDI '18); Renton, Washington, U.S.A., Apr 10, 2018
Sayed Hadi Hashemi, S. A. Jyothi, and R. Campbell: On The Importance of Execution Ordering in Graph-Based Distributed Machine Learning Systems
SysML Conference 2018; Stanford, California, U.S.A., Feb 16, 2018
