• DocumentCode
    2454543
  • Title

    Energy optimization of distributed embedded processors by combined data compression and functional partitioning

  • Author

    Liu, Jinfeng ; Chou, Pai H.

  • Author_Institution
    Center for Embedded Comput. Syst., California Univ., Irvine, CA, USA
  • fYear
    2003
  • fDate
    9-13 Nov. 2003
  • Firstpage
    201
  • Lastpage
    208
  • Abstract
    Transmitting compressed data can reduce inter-processor communication traffic and create new opportunities for DVS (dynamic voltage scaling) in distributed embedded systems. However, data compression alone may not be effective unless coordinated with functional partitioning. This paper presents a dynamic programming technique that combines compression and functional partitioning to minimize energy on multiple voltage-scalable processors running pipelined data-regular applications under performance constraints. Our algorithm computes the optimal functional partitioning, CPU speed for each node, and their respective compression ratios. We validate the algorithm´s effectiveness on a real distributed embedded system running an image processing algorithm.
  • Keywords
    data compression; dynamic programming; embedded systems; logic partitioning; CPU speed; DVS; compression ratios; data compression; distributed embedded processors; dynamic programming technique; dynamic voltage scaling; energy optimization; functional partitioning; image processing algorithm; interprocessor communication traffic; multiple voltage scalable processors; pipelined data regular applications; real distributed embedded systems; Compression algorithms; Data compression; Dynamic voltage scaling; Embedded computing; Embedded system; Image coding; Message passing; Parallel processing; Partitioning algorithms; Voltage control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Aided Design, 2003. ICCAD-2003. International Conference on
  • Conference_Location
    San Jose, CA, USA
  • Print_ISBN
    1-58113-762-1
  • Type

    conf

  • DOI
    10.1109/ICCAD.2003.1257637
  • Filename
    1257637