Experiences in Managing High-performance Computing Management and Support Tools while Upgrading a Campus Cluster

The Triton Shared Computing Cluster (TSCC) [1] is the San Diego Supercomputer Center ("Center" in the remaining text)'s primary campus research computing system. This paper describes the transition from TSCC 1.0 to TSCC 2.0, focusing on the implementation of new high-performance compu...

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Vydané v:	SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis s. 607 - 612
Hlavní autori:	Chen, Yuwu, Cooper, Trevor, Irving, Christopher, Tatineni, Mahidhar, Wolter, Nicole, Mishin, Dmitry, Sivagnanam, Subhashini
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 17.11.2024
Predmet:	Best practices campus cluster Conferences Focusing High performance computing HPC Processor scheduling Resource management Supercomputers upgrade User support
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Popis
Shrnutí:	The Triton Shared Computing Cluster (TSCC) [1] is the San Diego Supercomputer Center ("Center" in the remaining text)'s primary campus research computing system. This paper describes the transition from TSCC 1.0 to TSCC 2.0, focusing on the implementation of new high-performance computing (HPC) infrastructure components and management strategies. We detail our approach to overcoming challenges posed by node heterogeneity, enhancing job scheduling efficiency, and improving resource allocation and billing fairness.The legacy TSCC 1.0 is described first, focusing on some critical issues we want to solve under TSCC 2.0. The HPC tools under TSCC 2.0 are then described. Lastly, the best practices and experiences learned are discussed.
DOI:	10.1109/SCW63240.2024.00084