• DocumentCode
    3105345
  • Title

    Hiding I/O latency with pre-execution prefetching for parallel applications

  • Author

    Chen, Yong ; Byna, Surendra ; Sun, Xian-He ; Thakur, Rajeev ; Gropp, William

  • Author_Institution
    Dept. of Comput. Sci., Illinois Inst. of Technol., Chicago, IL, USA
  • fYear
    2008
  • fDate
    15-21 Nov. 2008
  • Firstpage
    1
  • Lastpage
    10
  • Abstract
    Parallel applications are usually able to achieve high computational performance but suffer from large latency in I/O accesses. I/O prefetching is an effective solution for masking the latency. Most of existing I/O prefetching techniques, however, are conservative and their effectiveness is limited by low accuracy and coverage. As the processor-I/O performance gap has been increasing rapidly, data-access delay has become a dominant performance bottleneck. We argue that it is time to revisit the ldquoI/O wallrdquo problem and trade the excessive computing power with data-access speed. We propose a novel pre-execution approach for masking I/O latency. We describe the pre-execution I/O prefetching framework, the pre-execution thread construction methodology, the underlying library support, and the prototype implementation in the ROMIO MPI-IO implementation in MPICH2. Preliminary experiments show that the pre-execution approach is promising in reducing I/O access latency and has real potential.
  • Keywords
    multiprocessing systems; parallel processing; storage management; I/O access latency; I/O prefetching; data-access delay; latency masking; preexecution prefetching; preexecution thread construction methodology; Application software; Computer science; Concurrent computing; Delay; File systems; Libraries; Parallel processing; Prefetching; Throughput; Yarn;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing, Networking, Storage and Analysis, 2008. SC 2008. International Conference for
  • Conference_Location
    Austin, TX
  • Print_ISBN
    978-1-4244-2834-2
  • Electronic_ISBN
    978-1-4244-2835-9
  • Type

    conf

  • DOI
    10.1109/SC.2008.5213209
  • Filename
    5213209