MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters

TitleMLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters
Publication TypeConference Paper
Year of Publication2022
AuthorsWeng Q, Xiao W, Yu Y, Wang W, Wang C, He J, Li Y, Zhang L, Lin W, Ding Y
Conference Name19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)
Date Published04/2022
PublisherUSENIX Association
Conference LocationRenton, WA
ISBN Number978-1-939133-27-4
URLhttps://www.usenix.org/conference/nsdi22/presentation/weng