CFP last date
22 April 2024
Reseach Article

A Fast and Efficient Hybrid Approach for Web Caching and Pre-Fetching to Enhance End User Experience over Web Environment

by Monti Babulal Pal, Dinesh Chandra Jain
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 89 - Number 16
Year of Publication: 2014
Authors: Monti Babulal Pal, Dinesh Chandra Jain
10.5120/15715-4539

Monti Babulal Pal, Dinesh Chandra Jain . A Fast and Efficient Hybrid Approach for Web Caching and Pre-Fetching to Enhance End User Experience over Web Environment. International Journal of Computer Applications. 89, 16 ( March 2014), 19-22. DOI=10.5120/15715-4539

@article{ 10.5120/15715-4539,
author = { Monti Babulal Pal, Dinesh Chandra Jain },
title = { A Fast and Efficient Hybrid Approach for Web Caching and Pre-Fetching to Enhance End User Experience over Web Environment },
journal = { International Journal of Computer Applications },
issue_date = { March 2014 },
volume = { 89 },
number = { 16 },
month = { March },
year = { 2014 },
issn = { 0975-8887 },
pages = { 19-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume89/number16/15715-4539/ },
doi = { 10.5120/15715-4539 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:09:24.654052+05:30
%A Monti Babulal Pal
%A Dinesh Chandra Jain
%T A Fast and Efficient Hybrid Approach for Web Caching and Pre-Fetching to Enhance End User Experience over Web Environment
%J International Journal of Computer Applications
%@ 0975-8887
%V 89
%N 16
%P 19-22
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

With Rapid growth of web environment end user want a fast and effective response over internet. Effective way to serve fast response is web caching is a well-known strategy for improving the performance of Web based system by keeping Web objects that are likely to be used in the near future in location closer to user. In this paper an effective web caching and pre fetching technique has been proposed that use FP growth algorithms for frequent page generation , relative weighted rule for determining relative weight of each page with respect to other in order to enhance response and Markov model use to store relative weight of page to their relative position for fast and efficient web pre-fetching in order to has improved user response of web page and expedites users visiting speed.

References
  1. WANG Yong-gui and JIA Zhen, "Research on Semantic Web Mining" IEEE 2010, pp 67-70.
  2. P. Sampath, C. Ramesh, T. Kalaiyarasi, S. Sumaiya Banu and G. Arul Selvan, "An Efficient Weighted Rule Mining for Web Logs Using Systolic Tree", IEEE 2012, pp 432-436.
  3. Nizar R. Mabroukeh and C. I. Ezeife, "Semantic-rich Markov Models for Web Prefetching", IEEE 2009, pp 465-470.
  4. A. B. M. Rezbaul Islam and Tae-Sun Chung, "An Improved Frequent Pattern Tree BasedAssociation Rule Mining Technique", IEEE 2011
  5. Tou?q Hossain Kazi, Wenying Feng and Gongzhu Hu, "Web Object Prefetching: Approaches and a New Algorithm", IEEE 2010, pp 115-120.
  6. Brijendra Singh and Hemant Kumar Singh, "Web Data Mining Research: A Survey", IEEE 2010.
  7. Kavita Sharma, Gulshan Shrivastava and Vikas Kumar, "Web Mining: Today and Tomorrow", IEEE 2011, pp 399-403.
  8. Kavita Sharma, Gulshan Shrivastava and Vikas Kumar, "Web Mining: Today and Tomorrow", IEEE 2011, pp 399-403.
  9. P. Sampath, C. Ramesh, T. Kalaiyarasi, S. Sumaiya Banu and G. Arul Selvan, "An Efficient Weighted Rule Mining for Web Logs Using Systolic Tree", IEEE 2012, pp 432-436.
  10. L. Ramaswamy, A. lyengar, L. Liu, F. Douglis, "Automatic Fragment Detection in Dynamic Web Pages and Its Impact on Caching", IEEE Transactions On Knowledge And Data Engineering, Vol. 17, No. 6, June 2005.
  11. Nacim Fateh Chikhi, Bernard Rothenburger, Nathalie Aussenac-Gilles "A Comparison of Dimensionality Reduction Techniques for Web Structure Mining", Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence 2007, pp 116-119.
  12. Nikhil Kumar Singh, Deepak Singh Tomar, Bhola Nath Roy, "An approach tounderstand the end user behavior through log analysis" International Journal of Computer Applications (0975 – 8887), August 2010.
Index Terms

Computer Science
Information Sciences

Keywords

Web Services log preprocessing FP growth relative weight and Markov model