August 16, 2018
DRAFT
Efficient and Programmable Distributed Shared
Memory Systems for Machine Learning Training
Jinliang Wei
August 16, 2018
School of Computer Science
Carnegie Mellon University
Pittsburgh, PA 15213
Thesis Committee:
Garth A. Gibson, Co-chair
Eric P. Xing, Co-chair
Phillip B. Gibbons
Vijay Vasudevan, Google Brain
Submitted in partial fulfillment of the requirements
for the degree of Doctor of Philosophy.
Copyright © 2018 Jinliang Wei