Validation and Classification of Web Services using Equalization Validation Classification

Alamelu Muthukrishnan () and Am Jaffer Mohamed Zubair Rahman ()
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Alamelu Muthukrishnan: B.S.Abdur Rahman University
Am Jaffer Mohamed Zubair Rahman: Al-Ameen Engineering College

Journal of Internet Banking and Commerce, 2012, vol. 17, issue 3, 01-21

Abstract: In the business process world, web services present a managed and middleware to connect huge number of services. Web service transaction is a mechanism to compose services with their desired quality parameters. If enormous transactions occur, the provider could not acquire the accurate data at the correct time. So it is necessary to reduce the overburden of web service transactions. In order to reduce the excess of transactions form customers to providers, this paper propose a new method called Equalization Validation Classification. This method introduces a new weight-reducing algorithm called Efficient Trim Down algorithm to reduce the overburden of the incoming client requests. When this proposed algorithm is compared with Decision tree algorithms of (J48, Random Tree, Random Forest, AD Tree) it produces a better accuracy and Validation than the existing algorithms. The proposed trimming method was analyzed with the Decision tree algorithms and the results implementation shows that the ETD algorithm provides better performance in terms of improved accuracy with Effective Validation. Therefore, the proposed method provides a good gateway to reduce the overburden of the client requests in web services. Moreover analyzing the requests arrived from a vast number of clients and preventing the illegitimate requests save the service provider time.

Keywords: Equalization Validation Classification (EVC); Efficient Trim Down (ETD); Combined Group Classifier (CGP); Request Recognizer (RR) (search for similar items in EconPapers)
JEL-codes: L86 (search for similar items in EconPapers)
Date: 2012
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