• DocumentCode
    1458312
  • Title

    The Limits of Reproducibility in Numerical Simulation

  • Author

    Diethelm, Kai

  • Author_Institution
    Gesellschaft fur Numerische Simulation (GNS), Braunschweig, Germany
  • Volume
    14
  • Issue
    1
  • fYear
    2012
  • Firstpage
    64
  • Lastpage
    72
  • Abstract
    Modern computational simulation´s increasing and mainly speed-oriented use of HPC systems often conflicts with the goal of making research reproducible. Indeed, the simulations that result from HPC use often behave reproducibly in only a limited way As a discussion of this phenomenon´s technical background describes, the problems entailed will be very difficult to overcome.
  • Keywords
    distributed processing; numerical analysis; HPC systems; computational simulation; numerical simulation; reproducibility limits; Computational modeling; High performance computing; Numerical simulation; Parallel processing; Scientific computing; Parallel algorithms; numerical analysis; scientific computing;
  • fLanguage
    English
  • Journal_Title
    Computing in Science & Engineering
  • Publisher
    ieee
  • ISSN
    1521-9615
  • Type

    jour

  • DOI
    10.1109/MCSE.2011.21
  • Filename
    5719578