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Derek Murray
Publication Activity (10 Years)
Years Active: 2014-2022
Publications (10 Years): 4
Top Topics
Memory Capacity
Experimental Results On Real World
Distributed Learning
Computational Models
Top Venues
Proc. VLDB Endow.
CoRR
IPDPS Workshops
HotOS
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Publications
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Youjie Li
,
Amar Phanishayee
,
Derek Murray
,
Jakub Tarnawski
,
Nam Sung Kim
Harmony: Overcoming the hurdles of GPU memory capacity to train massive DNN models on commodity servers.
Proc. VLDB Endow.
15 (11) (2022)
Youjie Li
,
Amar Phanishayee
,
Derek Murray
,
Jakub Tarnawski
,
Nam Sung Kim
Harmony: Overcoming the hurdles of GPU memory capacity to train massive DNN models on commodity servers.
CoRR
(2022)
Youjie Li
,
Amar Phanishayee
,
Derek Murray
,
Nam Sung Kim
Doing more with less: training large DNN models on commodity servers for the masses.
HotOS
(2021)
Mihai Budiu
,
Rebecca Isaacs
,
Derek Murray
,
Gordon D. Plotkin
,
Paul Barham
,
Samer Al-Kiswany
,
Yazan Boshmaf
,
Qingzhou Luo
,
Alexandr Andoni
Interacting with Large Distributed Datasets Using Sketch.
EGPGV@EuroVis
(2016)
Rajkumar Buyya
,
Derek Murray
HPGC Keynotes.
IPDPS Workshops
(2014)