Asian Journal of Research in Social Sciences and Humanities

  • Year: 2017
  • Volume: 7
  • Issue: 1

Optimal Retrieval of Web Services through PSO Algorithm

*Assistant Professor, Department of Computer Science and Engineering, K.C.G College of Technology, Chennai, India

**Associate Professor, Department of Computer Technology, MIT Campus, Anna University, Chennai, India

***PG Scholar, Department of Computer Science and Engineering, K.C.G College of Technology, Chennai, India

Abstract

Users can retrieve the optimal web Services for a specific application by analyzing trace logs of various web services which will provides useful recommendation. Analysis is done using parallel PSO based clustering and optimality is achieved by doing further refinement using Map Reduce technique. These are developed in Hadoop environment which provides faster processing and efficient accuracy. As a future work it is planned to get web service recommendations by analyzing other Service Generated Big data such as service relationships and to compare results with the previous results obtained by analyzing Trace logs.

Keywords

PSO Clustering, Map Reduce, Hadoop