Improving HPC System Performance by Predicting Job Resources via Supervised Machine Learning

Mohammed Tanash, Brandon Dunn, Daniel Andresen, William Hsu, Huichen Yang, Adedolapo Okanlawon. Improving HPC System Performance by Predicting Job Resources via Supervised Machine Learning. In Thomas R. Furlani, editor, Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), PEARC 2019, Chicago, IL, USA, July 28 - August 01, 2019. ACM, 2019. [doi]

Abstract

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