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Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling.
Suhas Jayaram Subramanya
Daiyaan Arfeen
Shouxu Lin
Aurick Qiao
Zhihao Jia
Gregory R. Ganger
Published in:
SOSP (2023)
Keyphrases
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maximum likelihood
clustering algorithm
scheduling problem
data clustering
scheduling algorithm
cluster analysis
information retrieval
round robin
similar objects
hierarchical clustering
multiple objectives
project scheduling
database
parallel machines
subspace clustering
resource allocation
feature space
real time