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    RLSchert: An HPC Job Scheduler Using Deep Reinforcement Learning and Remaining Time Prediction by Qiqi Wang, Hongjie Zhang, Cheng Qu, Yu Shen, Xiaohui Liu, Jing Li

    Published 2021-10-01
    “…Extensive experiments on real-world job logs at the USTC Supercomputing Center showed that RLSchert is superior to static heuristic policies and outperforms the learning-based scheduler DeepRM. …”
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