Abstract
Web caching plays a very important role for improving the performance of many Web-Based systems. As web cache capacity is limited, most web cache systems are using replacement algorithm to wash out the outdated data. Our web cache prediction method is based on the fact that, many clients usually have some kinds of regular procedures to access web files, such that the regular-procedure knowledge can be mined or learned by web cache system and files can be pre-fetched accordingly.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Aggarwal, C., Wolf, J.L., Yu, P.S.: Caching on the World Wide Web. IEEE Transactions on Knowledge and Data Engineering 11(1) January/February (1999)
Abrams, M., Standridge, C.R., Abdulla, G., Williams, S., Fox, E.A.: Caching proxies: Limitations and potentials. In: 4th International World-wide Web Conference, pp. 119–133 (December 1995)
Williams, S., Abrams, M., Standridge, C.R., Abdulla, G., Fox, E.A.: Removal Policies in Network Caches for World-Wide Web Documents. In: Proceedings of ACM SIGCOMM, pp. 293–305 (1996)
Web_Log_2003_04.data, City University of Hong Kong (April 2003)
Web Trace, uc.sanitized-access, ftp. ircache.org, November 18 (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fu, Y., Fu, H., Au, P. (2004). An Integration Approach of Data Mining with Web Cache Pre-fetching. In: Cao, J., Yang, L.T., Guo, M., Lau, F. (eds) Parallel and Distributed Processing and Applications. ISPA 2004. Lecture Notes in Computer Science, vol 3358. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30566-8_11
Download citation
DOI: https://doi.org/10.1007/978-3-540-30566-8_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24128-7
Online ISBN: 978-3-540-30566-8
eBook Packages: Computer ScienceComputer Science (R0)