DocumentCode
3042807
Title
Energy-efficient caching and prefetching with data consistency in mobile distributed systems
Author
Shen, Huaping ; Kumar, Mohan ; Das, Sajal K. ; Wang, Zhijun
Author_Institution
Dept. of Comput. Sci. & Eng., Texas Univ., Arlington, TX, USA
fYear
2004
fDate
26-30 April 2004
Firstpage
67
Abstract
Summary form only given. In mobile distributed systems, vital resources like battery power and wireless channel bandwidth impose significant challenges in ubiquitous information access. We propose a novel energy and bandwidth efficient data caching mechanism, called greedydual least utility (GD-LU), that enhances dynamic data availability while maintaining consistency. The proposed utility-based caching mechanism considers several characteristics of mobile distributed systems, such as connection-disconnection, mobility handoff, data update and user request patterns to achieve significant energy savings in mobile devices. Based on the utility function derived from an analytical model, we propose a cache replacement algorithm and a passive prefetching algorithm to cache and prefetch data objects. Our comprehensive simulation experiments demonstrate that the proposed mechanism achieves more than 10% energy saving and near-optimal performance tradeoff between access latency and energy consumption.
Keywords
bandwidth allocation; cache storage; data integrity; mobile computing; telecommunication channels; analytical model; cache replacement algorithm; data caching mechanism; data consistency; energy consumption; greedydual least utility; mobile distributed systems; passive prefetching algorithm; wireless channel bandwidth; Analytical models; Bandwidth; Batteries; Delay; Energy consumption; Energy efficiency; Information retrieval; Mobile communication; Mobile computing; Prefetching;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
Print_ISBN
0-7695-2132-0
Type
conf
DOI
10.1109/IPDPS.2004.1302995
Filename
1302995
Link To Document