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A resource optimization scheduling model and algorithm for heterogeneous computing clusters based on GNN and RL

Zhen Zhang, Xu Chen, Kun Liu, Shaohua Xu, Long Huang

2024The Journal of Supercomputing19 citationsDOI

Topics & Concepts

Computer scienceScheduling (production processes)Distributed computingReinforcement learningENCODEJob shop schedulingExploitLoad balancing (electrical power)Artificial intelligenceMathematical optimizationComputer networkMathematicsGeneGeometryGridRouting (electronic design automation)Computer securityChemistryBiochemistryCloud Computing and Resource ManagementIoT and Edge/Fog ComputingAge of Information Optimization
A resource optimization scheduling model and algorithm for heterogeneous computing clusters based on GNN and RL | Litcius