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HPC facilities typically use batch scheduling to space-share jobs. In this paper we revisit time-sharing using a trace of over 2.4 million jobs obtained during 20 months of operation of a modern petascale supercomputer. Our simulations show that batch scheduling produces skewed distributions with much larger slowdowns for shorter-running, larger jobs, whereas time-sharing produces more uniform slowdowns...
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