AI Medical Compendium Journal:
Practice and experience in advanced research computing

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Ensemble Prediction of Job Resources to Improve System Performance for Slurm-Based HPC Systems.

Practice and experience in advanced research computing
In this paper, we present a novel methodology for predicting job resources (memory and time) for submitted jobs on HPC systems. Our methodology based on historical jobs data (saccount data) provided from the Slurm workload manager using supervised ma...