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
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