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An Integration Approach of Data Mining with Web Cache Pre-fetching

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Parallel and Distributed Processing and Applications (ISPA 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3358))

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 As web cache capacity is limited, most web cache systems are using replacement algorithm to wash out the outdated data.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.

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References

  1. 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)

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  2. 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)

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  3. 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)

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  4. Web_Log_2003_04.data, City University of Hong Kong (April 2003)

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  5. Web Trace, uc.sanitized-access, ftp. ircache.org, November 18 (2003)

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© 2004 Springer-Verlag Berlin Heidelberg

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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

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  • 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)

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