Response of HPC hardware to neutron radiation at the dawn of exascale

  • Andrés Bustos
  • , Antonio Juan Rubio-Montero
  • , Roberto Méndez
  • , Sergio Rivera
  • , Francisco González
  • , Xandra Campo
  • , Hernán Asorey
  • , Rafael Mayo-García

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

Every computation presents a small chance that an unexpected phenomenon ruins or modifies its output. Computers are prone to errors that, although may be very unlikely, are hard, expensive or simply impossible to avoid. In the exascale, with thousands of processors involved in a single computation, those errors are especially harmful because they can corrupt or distort the results, wasting human and material resources. In the present work, we study the effect of ionizing radiation on several pieces of commercial hardware, very common in modern supercomputers. Aiming to reproduce the natural radiation that could arise, CPUs (Xeon, EPYC) and GPUs (A100, V100, T4) are subject to a known flux of neutrons coming from two radioactive sources, namely 252Cf and 241Am-Be, in a special irradiation facility. The working hardware is irradiated under supervision to quantify any appearing error. Once the hardware response is characterised, we are able to scale down the radiation intensity and to estimate the effects on standard data centres. This can help administrators and researchers to develop their contingency plans and protocols.

Original languageEnglish
Pages (from-to)13817-13838
Number of pages22
JournalJournal of Supercomputing
Volume79
Issue number12
DOIs
StatePublished - Aug 2023
Externally publishedYes

Funding

Open Access funding provided thanks to the CRUE-CSIC agreement with Springer Nature. This work was partially funded by the Spanish Ministry of Science and Innovation under contract number FIS2017-88892-P and RTI2018-096006-B-I00 (CODEC-OSE) with European Regional Development Fund (ERDF) funds, and by the Comunidad de Madrid CABAHLA-CM project (S2018/TCS-4423).

Keywords

  • Atmospheric radiation
  • Exascale
  • HPC
  • Induced failures
  • Neutron radiation
  • Silent errors

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