Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm
Ali Asghari, Mohammad Karim Sohrabi, Farzin Yaghmaee
Topics & Concepts
Computer scienceProvisioningDistributed computingCloud computingLoad balancing (electrical power)WorkflowScheduling (production processes)Reinforcement learningScheduleJob shop schedulingArtificial intelligenceMathematical optimizationComputer networkDatabaseGeometryMathematicsGridOperating systemCloud Computing and Resource ManagementIoT and Edge/Fog ComputingDistributed and Parallel Computing Systems