Title :
Performance and Energy Consumption of Lossless Compression/Decompression Utilities on Mobile Computing Platforms
Author :
Milenkovic, Aleksandar ; Dzhagaryan, Armen ; Burtscher, Martin
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alabama in Huntsville, Huntsville, AL, USA
Abstract :
Data compression and decompression utilities can be critical in increasing communication throughput, reducing communication latencies, achieving energy-efficient communication, and making effective use of available storage. This paper experimentally evaluates several such utilities for multiple compression levels on systems that represent current mobile platforms. We characterize each utility in terms of its compression ratio, compression and decompression through-put, and energy efficiency. We consider different use cases that are typical for modern mobile environments. We find a wide variety of energy costs associated with data compression and decompression and provide practical guidelines for selecting the most energy efficient configurations for each use case. The best performing configurations provide 6-fold and 4-fold improvements in energy efficiency for compressed uploads and downloads over WLAN, respectively, when compared to uncompressed data transfers.
Keywords :
data compression; energy conservation; energy consumption; mobile computing; performance evaluation; wireless LAN; WLAN; compressed download; compressed upload; compression ratio; compression through-put; data compression; data decompression; decompression through-put; energy consumption; energy cost; energy efficiency; lossless compression-decompression utilities; mobile computing platform; performance consumption; uncompressed data transfer; Communication system security; Energy efficiency; Measurement; Mobile communication; Servers; Throughput; Wireless communication; data compression; energy-aware systems; measurement techniques; mobile computing;
Conference_Titel :
Modeling, Analysis & Simulation of Computer and Telecommunication Systems (MASCOTS), 2013 IEEE 21st International Symposium on
Conference_Location :
San Francisco, CA
DOI :
10.1109/MASCOTS.2013.33