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A resource optimization scheduling model and algorithm for heterogeneous computing clusters based on GNN and RL.
Zhen Zhang
Chen Xu
Kun Liu
Shaohua Xu
Long Huang
Published in:
J. Supercomput. (2024)
Keyphrases
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optimization algorithm
probabilistic model
objective function
model free
learning algorithm
optimization method
combinatorial optimization
optimal solution
np hard
energy function
clustering algorithm
heterogeneous computing
control policy
search space
resource allocation
data processing
management system
k means