Analyzing genetic algorithm for web service selection

Many service providers are offering Web services having similar functionality and differing in non-functional aspects. Selection of appropriate web service meeting the functional requirement and satisfying the non-functional (QoS) constraints is an important and difficult task. This process of Web services selection also determines the performance of Web service based system. Similarly, for execution of composite Web-service, the Web service selection process becomes the dominant factor for determining system performance. In this paper, the usage of genetic algorithm for the Web service selection approach is analyzed.

[1]  Yang Yang,et al.  A genetic-based approach to web service composition in geo-distributed cloud environment , 2015, Comput. Electr. Eng..

[2]  L. Arockiam,et al.  Genetic Approach for Service Selection Problem in Composite Web Service , 2012 .

[3]  C. Jayaprakash,et al.  Semantic service selection using Genetic Algorithm , 2013, 2013 IEEE CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES.

[4]  Shuping Ran,et al.  A model for web services discovery with QoS , 2003, SECO.

[5]  Thomas Risse,et al.  Combining global optimization with local selection for efficient QoS-aware service composition , 2009, WWW '09.

[6]  Thomas Risse,et al.  Selecting skyline services for QoS-based web service composition , 2010, WWW '10.

[7]  Dimitris Plexousakis,et al.  Requirements for QoS-Based Web Service Description and Discovery , 2009, IEEE Trans. Serv. Comput..

[8]  Yi Lin,et al.  Web Service Selection Based on Improved Genetic Algorithm , 2012 .

[9]  Salwani Mohd Daud,et al.  Quality of service (QoS) model for web service selection , 2014, 2014 International Conference on Computer, Communications, and Control Technology (I4CT).

[10]  Xavier Franch,et al.  Quality models for web services: A systematic mapping , 2014, Inf. Softw. Technol..

[11]  Matthew MacDonald,et al.  Web Services Architecture , 2004 .

[12]  V. S. Ananthanarayana,et al.  Dynamic selection mechanism for quality of service aware web services , 2010, Enterp. Inf. Syst..

[13]  Pinar Senkul,et al.  Improved Genetic Algorithm Based Approach for QoS Aware Web Service Composition , 2014, 2014 IEEE International Conference on Web Services.

[14]  Salwani Mohd Daud,et al.  Quality of service (QoS) model for web service selection , 2014, INFOCOM 2014.

[15]  Xiaodi Huang,et al.  UsageQoS: Estimating the QoS of Web Services through Online User Communities , 2013, TWEB.

[16]  Junliang Chen,et al.  An Improved Genetic Algorithm for Web Services Selection , 2007, DAIS.

[17]  Yanchun Zhang,et al.  OMWSC - an ontology-based model for Web services composition , 2005, Fifth International Conference on Quality Software (QSIC'05).

[18]  Tao Yu,et al.  Efficient algorithms for Web services selection with end-to-end QoS constraints , 2007, TWEB.

[19]  Dimitris Plexousakis,et al.  Requirements for QoS-based Web Service Description and Discovery , 2007, 31st Annual International Computer Software and Applications Conference (COMPSAC 2007).