• DocumentCode
    2590297
  • Title

    Experiences with remote access to high performance computing systems for Computer Engineering Technology

  • Author

    Evans, Jeffrey J. ; Harding, Gene L.

  • Author_Institution
    Technol. Purdue Univ., West Lafayette
  • fYear
    2007
  • fDate
    10-13 Oct. 2007
  • Abstract
    The growth in computational power has resulted in a divergence in CPU design from clock acceleration to parallelization techniques (multi-core processors) to improve computation and energy performance. Lab-based learning of computer performance in multiple-processor systems is complicated when most labs are equipped with now nearly dated single-core machines. An alternative is to study multi-processor performance using high performance computing (HPC) clusters. Not all labs can afford their own HPC machine however. A lab-based course in Computer Architecture for Electrical and Computer Engineering Technology students has been offered for four semesters, including a high performance computing laboratory experience. Recently the course was offered at a satellite campus located roughly 120 miles from the main campus, and the HPC system. This paper documents early experiences with using HPC hardware and concepts in a laboratory environment to demonstrate multiprocessor performance dynamics. Combined with the topics of instruction pipelining, the memory hierarchy, and I/O performance modeling, students have initially reacted positively, gaining an appreciation of performance speedup and its limiting factors. Suggestions for similar HPC implementations on small and medium scales are also provided.
  • Keywords
    computer aided instruction; computer architecture; computer science education; multiprocessing systems; I/O performance modeling; computer architecture; electrical and computer engineering technology; high performance computing system; instruction pipelining; lab-based learning; memory hierarchy; multiple-processor systems; remote access; Acceleration; Clocks; Computer performance; Concurrent computing; High performance computing; Machine learning; Multicore processing; Power engineering and energy; Power engineering computing; Systems engineering and theory; Computer Engineering Technology; Computer Performance; High Performance Computing; Remote Access;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontiers In Education Conference - Global Engineering: Knowledge Without Borders, Opportunities Without Passports, 2007. FIE '07. 37th Annual
  • Conference_Location
    Milwaukee, WI
  • ISSN
    0190-5848
  • Print_ISBN
    978-1-4244-1083-5
  • Electronic_ISBN
    0190-5848
  • Type

    conf

  • DOI
    10.1109/FIE.2007.4417924
  • Filename
    4417924