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Published Articles >> Table of Contents >> Abstract
November/December 2003 (Vol. 15, No. 6)
pp. 1498-1511
Scalable Cache Invalidation Algorithms for Mobile Data Access
Ahmed Elmagarmid
Jin Jing
Abdelsalam (Sumi) Helal
Choonhwa Lee
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DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TKDE.2003.1245288
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| Abstract |
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In this paper, we address the problem of cache invalidation in mobile and wireless client/server environments. We present cache invalidation techniques that can scale not only to a large number of mobile clients, but also to a large number of data items that can be cached in the mobile clients. We propose two scalable algorithms: the Multidimensional Bit-Sequence (MD-BS) algorithm and the Multilevel Bit-Sequence (ML-BS) algorithm. Both algorithms are based on our prior work on the Basic Bit-Sequences (BS) algorithm. Our study shows that the proposed algorithms are effective for a large number of cached data items with low update rates. The study also illustrates that the algorithms can be used with other complementary techniques to address the problem of cache invalidation for data items with varied update and access rates.
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References
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[1] S. Acharya, R. Alonso, M. Franklin, and S. Zdonik, “Broadcast Disks: Data Management for Asymmetric Communication Environments,” Proc. ACM SIGMOD, pp. 199-210, May 1995.
[2] D. Barbara and T. Imielinski, “Sleepers and Workaholics: Caching Strategies in Mobile Environments,” Proc. ACM SIGMOD, pp. 1-12, May 1994.
[3] M.J. Franklin, Caching and Memory Management in Client-Server Database Systems PhD thesis, Univ. of Wisconsin-Madison, 1993.
[4] Y. Huang, P. Sistla, and O. Wolfson, "Data Replication for Mobile Computers," Proc. ACM-SIGMOD Int'l Conf. Management of Data,Minneapolis, Minn., May 1994.
[5] T. Imielinski and B.R. Badrinath, “Wireless Computing: Challenges in Data Management,” Comm. ACM, vol. 37, no. 10, Oct. 1994.
[6] T. Imielinski, S. Viswanathan, and B.R. Badrinath, “Energy Efficient Indexing on Air,” Proc. ACM SIGMOD Conf., pp. 25-36, May 1994.
[7] J. Jing, A. Elmagarmid, A. Helal, and R. Alonso, “Bit-Sequences: An Adaptive Cache Invalidation Method in Mobile Client/Server Environments,” Mobile Networks and Applications, vol. 2, pp. 115-127, 1997.
[8] V. Liberatore, Multicast Scheduling for List Requests Proc. INFOCOM, pp. 1129-1137, 2002.
[9] L.B. Mummert and M. Satyanarayanan, “Variable Granularity Cache Coherence,” Operating Systems Rev., vol. 28, no. 1, pp. 55-60, Jan. 1994.
[10] K. Tan, J. Cai, and B. Ooi, “Evaluation of Cache Invalidation Strategies in Wireless Environments,” IEEE Trans. Parallel and Distributed Systems, vol. 12, no. 8, pp. 789-807, Aug. 2001.
[11] K.L. Wu, P.S. Yu, and M.S. Chen, “Energy-Efficient Caching for Wireless Mobile Computing, Proc. 20th Int'l Conf. Data Eng., pp. 336-345, Mar. 1996.
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Additional Information
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Index Terms- Mobile data access, cache invalidation, disconnected operation, data broadcast.
Citation:
Ahmed Elmagarmid, Jin Jing, Abdelsalam (Sumi) Helal, Choonhwa Lee,
"Scalable Cache Invalidation Algorithms for Mobile Data Access,"
IEEE Transactions on Knowledge and Data Engineering,
vol. 15,
no. 6,
pp. 1498-1511,
Nov/Dec,
2003
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