• DocumentCode
    2252752
  • Title

    Region-level approximate computation reuse for power reduction in multimedia applications

  • Author

    Xueqi Chen ; Hsiao, Michael S.

  • Author_Institution
    Bradley Dept. of Electr. & Comput. Eng., Virginia Tech, Blacksburg, VA, USA
  • fYear
    2005
  • fDate
    8-10 Aug. 2005
  • Firstpage
    119
  • Lastpage
    122
  • Abstract
    Motivated by data value locality and quality tolerance present in multimedia applications, we propose a new micro-architecture, region-level approximate computation buffer (RACB), to reduce power consumption in such applications. The proposed RACB relaxes the exact matching into partial and approximate tag matching and applies it to regions of code in a program, thereby allowing for aggressive computation/execution reduction, in addition to reductions in memory accesses and pipeline activities. Our experiments demonstrate that a 64-entry RACB can yield up to 70% of region-level execution reduction without noticeable quality degradation in MPEG-2 video decoding, corresponding to 55.9% of system power savings with respect to the regions.
  • Keywords
    circuit optimisation; decoding; discrete cosine transforms; floating point arithmetic; integrated circuit design; power consumption; video coding; MPEG-2 video decoding; RACB; data value locality; microarchitecture; multimedia applications; power consumption; power reduction; quality tolerance; region-level approximate computation buffer; tag matching; Algorithm design and analysis; Application software; Arithmetic; Decoding; Degradation; Energy consumption; Multimedia systems; Pipelines; Power engineering computing; Signal design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Low Power Electronics and Design, 2005. ISLPED '05. Proceedings of the 2005 International Symposium on
  • Print_ISBN
    1-59593-137-6
  • Type

    conf

  • DOI
    10.1109/LPE.2005.195499
  • Filename
    1522748