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Relaxation Phenomena in Supercomputer Jobs

Scott H. Clearwater·Stephen D. Kleban
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Abstract

We show that the distribution of supercomputer job submission interarrival times can be understood as a relaxation process. The process of deciding when to submit a job involves a complicated set of interactions between the users themselves, the queuing algorithm, the supercomputer, and a hierarchy of other decision makers. This is analogous to the hierarchically constrained dynamics found in glassy relaxation modelled by a stretched exponential. Empirical supercomputer log data shows that the tails of the distributions are well fit by a stretched exponential.

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Scott H. Clearwater, Stephen D. Kleban. 2002-08-28. Relaxation Phenomena in Supercomputer Jobs. https://arxiv.org/abs/cond-mat/0208531

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