• DocumentCode
    3513750
  • Title

    Energy-optimized lossless compression: Rate-variability tradeoff

  • Author

    Wu, Yihong ; Ordentlich, Erik ; Weinberger, Marcelo J.

  • Author_Institution
    Princeton Univ., Princeton, NJ, USA
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    958
  • Lastpage
    962
  • Abstract
    We pose the problem of energy-optimized lossless compression and analyze a simple compression framework in which energy consumption is given by a weighted sum of two components, respectively proportional to the compression rate and to the average number of bit flips that occur in a certain hardware register. The latter component, which we term variability, is meant to serve as a proxy for the energy consumption of the computations underlying the compression step. Our results include bounds on the rate-variability tradeoff for symbol-wise compression of discrete memoryless sources and a characterization of the asymptotically optimum tradeoff between rate and variability for block-wise compression.
  • Keywords
    data acquisition; data compression; encoding; block-wise compression; discrete memoryless sources; energy consumption; energy-optimized lossless compression; rate-variability tradeoff; symbol-wise compression; Compressors; Encoding; Energy consumption; Entropy; Markov processes; Registers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
  • Conference_Location
    St. Petersburg
  • ISSN
    2157-8095
  • Print_ISBN
    978-1-4577-0596-0
  • Electronic_ISBN
    2157-8095
  • Type

    conf

  • DOI
    10.1109/ISIT.2011.6034281
  • Filename
    6034281