Title :
Energy-optimized lossless compression: Rate-variability tradeoff
Author :
Wu, Yihong ; Ordentlich, Erik ; Weinberger, Marcelo J.
Author_Institution :
Princeton Univ., Princeton, NJ, USA
fDate :
July 31 2011-Aug. 5 2011
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;
Conference_Titel :
Information Theory Proceedings (ISIT), 2011 IEEE International Symposium on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4577-0596-0
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2011.6034281