• DocumentCode
    704925
  • Title

    A heterogeneous supercomputer model for high-performance parallel computing pedagogy

  • Author

    Wolfer, James

  • Author_Institution
    Comput. Sci., Indiana Univ. South Bend, South Bend, IN, USA
  • fYear
    2015
  • fDate
    18-20 March 2015
  • Firstpage
    799
  • Lastpage
    805
  • Abstract
    To visually illustrate the impact of architecture and communication on parallel computing we created a model supercomputer in the spirit of other engineering models. Combining Raspberry Pi computers with an Nvidia TK1 the resulting machine is distinguished by it´s instructional utility, asymmetric CPU and communication channel speed, and for incorporating current trends in heterogeneous supercomputing. Running Linux, the model supports major high-performance computing software environments, including OpenMP, MPI, and Nvidia´s CUDA. The model architecture includes aspects of heterogeneous, supercomputers such as shared- and distributed-memory MIMD, and 192 CUDA core SIMD-like processors.
  • Keywords
    message passing; parallel architectures; parallel machines; CUDA; Linux; MPI; Nvidia TK1; OpenMP; Raspberry Pi computers; SIMD-like processors; asymmetric CPU; communication channel speed; distributed-memory MIMD; heterogeneous supercomputer model; heterogeneous supercomputing; high-performance computing software environments; high-performance parallel computing pedagogy; instructional utility; parallel computing; Benchmark testing; Computational modeling; Graphics processing units; Parallel processing; Supercomputers; high-performance computing; instructional approaches; parallel computing; pedagogy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Engineering Education Conference (EDUCON), 2015 IEEE
  • Conference_Location
    Tallinn
  • Type

    conf

  • DOI
    10.1109/EDUCON.2015.7096063
  • Filename
    7096063