QoS-Aware Web Service Selection using SOMA

Dr. Krithiga R.

QoS-Aware Web Service Selection using SOMA

Dr. Krithiga R. * §

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Pondicherry University

QoS-Aware Web Service Selection using SOMA

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Abstract

It is important to deliver appropriate services to requested users. In case of unavailability of a user requestedcomposite service, enforces the system to invoke service selection that involves choosing individual concrete services towards service composition. The services are selected based on two criteria: i) functional based and ii) non-functional based. The former entails selection of services based on functional property that the service is dedicated to do and the latter elite selection of services based on the QoS attributes such as reliability, availability, cost, and response time. Several population-based and swarm-based optimization algorithms are widely used for the process of web service selection. In this work, we employ a stochastic optimization algorithm called Self Organizing Migrating Algorithm (SOMA) and compare its performance with GA and PSO. The comparative study evidences that SOMA produces promising results and is therefore able to select user requested service in an efficient manner.

References

11 Cites in Article

Reference Format

Ching-Lai Hwang,K Yoon (1981). Multiple Attribute Decision Making: Methods and Applications.
R Kumar,Dr Zayaraz (2011). A Qos Aware Quantitative Web Service Selection Model.
Kangsunlee Heejungchang (2010). A Quality-Driven Web Service Composition Methodology for Ubiquitous Services.
Jongmyoungko (2008). Quality-of-service oriented web service composition algorithm and planning architecture.
Lailataher (2005). Establishing Association between QoS Properties in Service Oriented Architecture.
Okkyung Choi,Sangyong Han ; Palanikkumar,D,G Kousalya (2012). An Evolutionary Algorithmic Approach based Optimal Web Service Selection for Composition with Quality of Service.
Sathya Evaluation of QoS Based Web-Service Selection Techniques for Service Composition.
Maolin Tang,Lifeng Ai (2010). A hybrid genetic algorithm for the optimal constrained web service selection problem in web service composition.
Xue-Long Wang,Zhang Jing,Huai-Zhou Yang (2011). Service Selection Constraint Model and Optimization Algorithm for Web Service Composition.
Ivan Zelinka (2004). SOMA — Self-Organizing Migrating Algorithm.
Yang Zongkai (2010). A Dynamic Web Services Composition Algorithm Based on the Combination of Ant Colony Algorithm and Genetic Algorithm.

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. R.. 2012. "QoS-Aware Web Service Selection using SOMA". Global Journal of Computer Science and Technology, Global Journal of Computer Science and Technology - E: Network, Web & Security GJCST-E Volume 12 (GJCST Volume 12 Issue E10).

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GJCST Volume 12 Issue E10

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Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

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Classification

GJCST-E Classification H.3.5

Submission ReceivedDecember 15, 2011
Peer Review Double Blind
Handling Editor
Accepted January 2, 2012
Published January 15, 2012

Version of record

v1.2

Issue date

June 2, 2012

Language

English

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Article Matrices

Total Score: 146

Country: India

Subject: Global Journal of Computer Science and Technology

Authors: Dr. Krithiga R. (PhD/Dr. count: 1)

View Count (all-time): 444

Total Views (Real + Logic): 4332

Total Downloads (simulated): 334

Publish Date: 2012 01, Sun

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Total Views: 4.3K

Total Downloads: 334

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