Backfilling HPC Jobs with a Multimodal-Aware Predictor

2021 IEEE International Conference on Cluster Computing (CLUSTER)(2021)

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摘要
Job scheduling aims to minimize the turnaround time on the submitted jobs while catering to the resource constraints of High Performance Computing (HPC) systems. The challenge with scheduling is that it must honor job requirements and priorities while actual job run times are unknown. Although approaches have been proposed that use classification techniques or machine learning to predict job run t...
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关键词
Measurement,Schedules,Scheduling algorithms,High performance computing,Conferences,Machine learning,Cluster computing
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