Reproducible Experiments in Parallel Computing: Concepts and Stencil Compiler Benchmark Study

  • Danilo Guerrera
  • Helmar Burkhart
  • Antonio Maffia
Conference paper

DOI: 10.1007/978-3-319-14325-5_40

Part of the Lecture Notes in Computer Science book series (LNCS, volume 8805)
Cite this paper as:
Guerrera D., Burkhart H., Maffia A. (2014) Reproducible Experiments in Parallel Computing: Concepts and Stencil Compiler Benchmark Study. In: Lopes L. et al. (eds) Euro-Par 2014: Parallel Processing Workshops. Euro-Par 2014. Lecture Notes in Computer Science, vol 8805. Springer, Cham

Abstract

For decades, the majority of the experiments on parallel computers have been reported at conferences and in journals usually without the possibility to verify the results presented. Thus, one of the major principles of science, reproducible results as a kind of correctness proof, has been neglected in the field of experimental high-performance computing. While this is still the state-of-the-art, current research targets for solutions to this problem. We discuss early results regarding reproducibility from a benchmark case study we did. In our experiments we explore the class of stencil calculations that are part of many scientific kernels and compare the performance results of four stencil compilers. In order to make these experiments reproducible from remote, a first prototype of an replication engine has been developed that can be accessed via the internet.

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Danilo Guerrera
    • 1
  • Helmar Burkhart
    • 1
  • Antonio Maffia
    • 1
  1. 1.University of BaselSwitzerland

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