Proceedings of the 5th International Workshop on Energy Efficient Supercomputing 2017
DOI: 10.1145/3149412.3149420
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Pann

Abstract: Exascale architecture computers will be limited not only by hardware but also by power consumption. In these bounded power situations, a system can deliver better results by overprovisioninghaving more hardware than can be fully powered. Overprovisioned systems require power to be an integral part of any scheduling algorithm. This paper introduces a system called PANN that uses neural networks to dynamically allocate power in overprovisioned systems. Traces of applications are used to train a neural network po… Show more

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Cited by 3 publications
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