• 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