Publication Type
Conference Proceeding Article
Version
acceptedVersion
Publication Date
4-2005
Abstract
Semantic caching enables mobile clients to answer spatial queries locally by storing the query descriptions together with the results. However, it supports only a limited number of query types, and sharing results among these types is difficult. To address these issues, we propose a proactive caching model which caches the result objects as well as the index that supports these objects as the results. The cached index enables the objects to be reused for all common types of queries. We also propose an adaptive scheme to cache such an index, which further optimizes the query response time for the best user experience. Simulation results show that proactive caching achieves a significant performance gain over page caching and semantic caching in mobile environments where wireless bandwidth and battery are precious resources.
Discipline
Databases and Information Systems | Numerical Analysis and Scientific Computing
Publication
ICDE 2005: Proceedings: 21st IEEE International Conference on Data Engineering, 5-8 April 2005, Tokyo
First Page
403
Last Page
414
ISBN
9780769522852
Identifier
10.1109/ICDE.2005.113
Publisher
IEEE Computer Society
City or Country
Los Alamitos, CA
Citation
HU, Haibo; XU, Jianliang; WONG, Wing Sing; ZHENG, Baihua; LEE, Dik Lun; and LEE, Wang-Chien.
Proactive Caching for Spatial Queries in Mobile Environments. (2005). ICDE 2005: Proceedings: 21st IEEE International Conference on Data Engineering, 5-8 April 2005, Tokyo. 403-414.
Available at: https://ink.library.smu.edu.sg/sis_research/329
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
http://dx.doi.org/10.1109/ICDE.2005.113
Included in
Databases and Information Systems Commons, Numerical Analysis and Scientific Computing Commons