Modeling Web objects' popularity

2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005

Volumn , Issue , 2005, Pages 2320-2324

  Shi, Lei ^a,b   Gu, Zhi Min ^a   Tao, Yong Cai ^b   Wei, Lin ^b   Shi, Yun ^c  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

^b ZHENGZHOU UNIVERSITY   (China)

^c State Post Bureau   (China)

Author keywords

Simulator; Web Cache; Web Prefetching; Zipf's Law

Indexed keywords

BUFFER STORAGE; LOGIC DESIGN; MATHEMATICAL MODELS; RESOURCE ALLOCATION;

WEB CACHE; WEB PREFATCHING; ZIPF'S LAW;

WORLD WIDE WEB;

EID: 28444487135     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Lei Shi, Zhimin Gu, Lin Wei, Yun Shi. "Popularity-based selective Markov model". Proceeding of IEEE/WIC/ACM International Conference on Web Intelligence, Beijing, pp. 504-507, September 2004.
2. L. Breslau, P. Cao, L. Fan, G. Phillips, S. Shenker. "Web caching and Zipf-like distributions: evidence and implications". Proceedings of IEEE INFOCOM '99. New York, pp. 126-134, March 1999.
3. D.N. Serpanos, G. Karakostas, "Effective caching of Web objects using Zipf's law". Proceeding of IEEE International conference on ICME, New York, pp. 727-730, August 2000.
4. T. Kelly, D. Reeves, "Optimal Web Cache Sizing: Scalable Methods for Exact Solutions". Computer Communications, Vol.24, No.2, pp.163-173, 2000.
5. G. Karakostas, D.N. Serpanos, "Exploitation of different types of locality for Web caches". Proceeding of ISCC'02, Taormina-Giardini Naxos pp. 207-212, July 2002.
6. Mudashiru Busari, Carey Williamson, "On the sensitivity of Web proxy cache performance to workload characteristics". IEEE INFOCOM, Anchorage, pp. 1225-1234, April 2001.
7. M. Joos. "Review of G.K. Zipf. The psychobiology of language". Language. 12, pp. 196-210, 1936.
8. W.D. Booth. "A law of occurrences for words of low frequency". Information and control, Vol.10, No.4, pp. 386-397, 1967.
9. Lei Shi, Zhimin Gu, Lin Wei, Yun Shi. "A PPM prediction model based on Web objects' popularity". Proceeding of FSKD'05, Changsha, August 2005.
10. T.M.Kroeger, J.Mogul, and C.Maltzahn. Digital's Web proxy traces. ftp://ftp.digital.com/pub/DEC/traces/proxy/webtraces.html.