• DocumentCode
    1965747
  • Title

    An Event-Assisted Sequencer to Accelerate Matrix Algorithms

  • Author

    Burdeniuk, Adam ; To, Kiet N. ; Lim, Cheng Chew ; Liebelt, Mike J.

  • Author_Institution
    Centre for High Performance Integrated Technol. & Syst., Univ. of Adelaide, Adelaide, SA, Australia
  • fYear
    2010
  • fDate
    13-15 Jan. 2010
  • Firstpage
    158
  • Lastpage
    163
  • Abstract
    This paper presents a sequencer that accelerates matrix algorithms arising naturally in many multimedia and signal processing applications. The accelerator has been designed to carry out data management tasks common to these algorithms. A novel event-based parameter update mechanism allows production of continuously varying patterns to access triangular, banded and other irregular matrix structures. It has been verified that the accelerator significantly reduces the workload of the attached CPU for a wide range of algorithms. The accelerator has been implemented on a Virtex-5 FPGA platform where it required 1856 slices and achieved a post place-and-route speed of 64 MHz.
  • Keywords
    field programmable gate arrays; matrix algebra; Virtex-5 FPGA platform; accelerator; data management tasks; event-assisted sequencer; event-based parameter update mechanism; field programmable gate arrays; irregular matrix structures; matrix algorithms; multimedia processing applications; signal processing applications; Acceleration; Algorithm design and analysis; Concurrent computing; Engines; Hardware; Life estimation; Matrix decomposition; Multimedia systems; Signal processing algorithms; Streaming media; Matrix; acceleration; event mechanism; macroinstructions; sequencing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic Design, Test and Application, 2010. DELTA '10. Fifth IEEE International Symposium on
  • Conference_Location
    Ho Chi Minh City
  • Print_ISBN
    978-0-7695-3978-2
  • Electronic_ISBN
    978-1-4244-6026-7
  • Type

    conf

  • DOI
    10.1109/DELTA.2010.12
  • Filename
    5438695