DocumentCode
144457
Title
Web Service Enhancement Using Web Pre-fetching by Applying Markov Model
Author
Pal, Monti BabuLal ; Jain, D.C.
Author_Institution
Dept. of Comput. Sci. & Eng., Shri Vaishnav Inst. of Technol. & Sci., Indore, India
fYear
2014
fDate
7-9 April 2014
Firstpage
393
Lastpage
397
Abstract
Rapid growth of web application has increased the researcher´s interests in this era. All over the world has surrounded by the computer network. There is a very useful application call web application used for the communication and data transfer. An application that is accessed via a web browser over a network is called the web application. 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. The Web caching mechanisms are implemented at three levels: client level, proxy level and original server level. Significantly, proxy servers play the key roles between users and web sites in lessening of the response time of user requests and saving of network bandwidth. Therefore, for achieving better response time, an efficient caching approach should be built in a proxy server. This paper use FP growth, weighted rule mining concept and Markov model for fast and frequent web pre fetching in order to has improved user response of web page and expedites users visiting speed.
Keywords
Markov processes; Web services; Web sites; cache storage; data mining; file servers; Markov model; Web application; Web based system performance; Web browser; Web caching mechanism; Web objects; Web page; Web prefetching; Web service enhancement; Web sites; client level caching; communication; computer network; data transfer; network bandwidth saving; proxy level caching; proxy server; server level caching; user request; user response; weighted rule mining concept; Cleaning; Markov processes; Servers; Web mining; Web pages; Log file; Web Services; data cleaning; log preprocessing;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on
Conference_Location
Bhopal
Print_ISBN
978-1-4799-3069-2
Type
conf
DOI
10.1109/CSNT.2014.84
Filename
6821425
Link To Document