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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. Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm. The Journal of Supercomputing, 77(3):2800-2828, 2021. [doi]

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