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MLaaS in the Wild: Workload Analysis and Scheduling in Large-Scale Heterogeneous GPU Clusters.
Qizhen Weng
Wencong Xiao
Yinghao Yu
Wei Wang
Cheng Wang
Jian He
Yong Li
Liping Zhang
Wei Lin
Yu Ding
Published in:
NSDI (2022)
Keyphrases
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database
learning algorithm
similarity measure
data analysis
image analysis
neural network
real world
genetic algorithm
web services
pairwise
statistical analysis
self organizing maps
data clustering
heterogeneous computing