• DocumentCode
    625248
  • Title

    Experimental evaluation of thread distribution effects on multiple output errors in GPUs

  • Author

    Rech, P. ; Aguiar, C. ; Frost, Christopher ; Carro, Luigi

  • Author_Institution
    UFRGS, Univ. Fed. do Rio Grande do Sul, Porto Alegre, Brazil
  • fYear
    2013
  • fDate
    27-30 May 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Graphic Processing Units are very prone to be corrupted by neutrons. Experimental results show that in the majority of the cases a typical application like matrix multiplication is affected by multiple output errors. In this paper we evaluate how different thread distributions impact the multiple output errors occurrence. The reported results and the performed architecture analysis give practical programming advices that may increase the reliability of a generic parallel algorithm without introducing any hardware or computation overhead.
  • Keywords
    graphics processing units; integrated circuit reliability; parallel algorithms; GPU; architecture analysis; generic parallel algorithm reliability; graphic processing units; matrix multiplication; multiple output errors; practical programming; thread distribution effects; Atmospheric measurements; Error analysis; Error correction codes; Graphics processing units; Instruction sets; Neutrons; GPU hardening; multiple errors; neutron sensitivity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Test Symposium (ETS), 2013 18th IEEE European
  • Conference_Location
    Avignon
  • Print_ISBN
    978-1-4673-6376-1
  • Type

    conf

  • DOI
    10.1109/ETS.2013.6569352
  • Filename
    6569352