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Cost-aware scheduling systems for real-time workflows in cloud: An approach based on Genetic Algorithm and Deep Reinforcement Learning

Jingwei Zhang, Long Cheng, Cong Liu, Zhiming Zhao, Ying Mao

2023Expert Systems with Applications66 citationsDOI

Topics & Concepts

Computer scienceWorkflowCloud computingScheduling (production processes)Reinforcement learningDistributed computingWorkflow management systemWorkflow technologyVirtual machineArtificial intelligenceDatabaseOperating systemMathematical optimizationMathematicsCloud Computing and Resource ManagementIoT and Edge/Fog ComputingBlockchain Technology Applications and Security
Cost-aware scheduling systems for real-time workflows in cloud: An approach based on Genetic Algorithm and Deep Reinforcement Learning | Litcius