SC2020Top-tier venue
Chronicles of astra: challenges and lessons from the first petascale arm supercomputer
Kevin T. Pedretti, Andrew J. Younge, Simon D. Hammond, James H. Laros III, Matthew L. Curry, Michael J. Aguilar, Robert J. Hoekstra, Ron Brightwell
Abstract
Arm processors have been explored in HPC for several years, however there has not yet been a demonstration of viability for supporting large-scale production workloads. In this paper, we offer a retrospective on the process of bringing up Astra, the first Petascale supercomputer based on 64-bit Arm processors, and validating its ability to run production HPC applications. Through this process several immature technology gaps were addressed, including software stack enablement, Linux bugs at scale, thermal management issues, power management capabilities, and advanced container support. From this experience, several lessons learned are formulated that contributed to the successful deployment of Astra. These insights can be helpful to accelerate deploying and maturing other first-seen HPC technologies. With Astra now supporting many users running a diverse set of production applications at multi-thousand node scales, we believe this constitutes strong supporting evidence that Arm is a viable technology for even the largest-scale supercomputer deployments.
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Install the CLIlune papers fulltext 82e349b7-a186-4e08-be54-d0af9722338cCited by top-tier papers2
- Minimizing privilege for building HPC containersReid Priedhorsky, Shane Richard Canon, Timothy Randles, Andrew J. YoungeSC 2021 · 13 citations
- Understanding Memory Failures on a Petascale Arm SystemKurt B. Ferreira, Scott Levy, Joshua Hemmert, Kevin T. PedrettiHPDC 2022 · 8 citations
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