ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS

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Bibliographic Details
Main Author:	BIAN ZHENGDA
Other Authors:	COMPUTATIONAL SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2021
Subjects:	deep learning, distributed training, evolutionary search, job scheduling, resource management, distributed system
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/195569
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-195569
record_format	dspace
spelling	sg-nus-scholar.10635-1955692024-10-25T18:52:19Z ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS BIAN ZHENGDA COMPUTATIONAL SCIENCE You Yang deep learning, distributed training, evolutionary search, job scheduling, resource management, distributed system Master's MASTER OF SCIENCE (RSH-SOC) 2021-07-31T18:00:47Z 2021-07-31T18:00:47Z 2021-04-19 Thesis BIAN ZHENGDA (2021-04-19). ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/195569 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	deep learning, distributed training, evolutionary search, job scheduling, resource management, distributed system
spellingShingle	deep learning, distributed training, evolutionary search, job scheduling, resource management, distributed system BIAN ZHENGDA ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS
description	Master's
author2	COMPUTATIONAL SCIENCE
author_facet	COMPUTATIONAL SCIENCE BIAN ZHENGDA
format	Theses and Dissertations
author	BIAN ZHENGDA
author_sort	BIAN ZHENGDA
title	ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS
title_short	ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS
title_full	ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS
title_fullStr	ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS
title_full_unstemmed	ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS
title_sort	online evolutionary batch size orchestration for scheduling deep learning workloads in gpu clusters
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/195569
_version_	1821205389799063552

ONLINE EVOLUTIONARY BATCH SIZE ORCHESTRATION FOR SCHEDULING DEEP LEARNING WORKLOADS IN GPU CLUSTERS

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