Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems

Burak Aksar, Yijia Zhang 0002, Emre Ates, Benjamin Schwaller, Omar Aaziz, Vitus J. Leung, Jim M. Brandt, Manuel Egele, Ayse K. Coskun. Proctor: A Semi-Supervised Performance Anomaly Diagnosis Framework for Production HPC Systems. In Bradford L. Chamberlain, Ana Lucia Varbanescu, Hatem Ltaief, Piotr Luszczek, editors, High Performance Computing - 36th International Conference, ISC High Performance 2021, Virtual Event, June 24 - July 2, 2021, Proceedings. Volume 12728 of Lecture Notes in Computer Science, pages 195-214, Springer, 2021. [doi]

Abstract

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