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Deep Reinforcement Learning Enhanced Greedy Optimization for Online Scheduling of Batched Tasks in Cloud HPC Systems.
Yuanhao Yang
Hong Shen
Published in:
IEEE Trans. Parallel Distributed Syst. (2022)
Keyphrases
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reinforcement learning
dynamic programming
optimization problems
management system
computer systems
complex systems
function approximation
complex domains
scientific computing
information systems
database systems
expert systems
markov decision processes
human operators
high performance computing
batch mode