DocumentCode :
2248022
Title :
Genetic algorithm for QoS-aware dynamic web services composition
Author :
FanJiang, Yong-Yi ; Syu, Yang ; Wu, Chun-hung ; Kuo, Jong-Yih ; Ma, Shang-Pin
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Fu Jen Catholic Univ., Taipei, Taiwan
Volume :
6
fYear :
2010
fDate :
11-14 July 2010
Firstpage :
3246
Lastpage :
3251
Abstract :
Nowadays, the Service-Oriented Architecture (SOA) as well as orchestration technology becomes trend of software development. The benefit of SOA is that we will save cost and time extremely due to the services utilized are already exist and reuse those services as well as integrate them. Currently, the main issues of SOA are how to define workflow as well as how to select the suitable services to perform this workflow with QoS. Many approaches separate workflow defined and services with QoS selected, therefore, will sacrifice the user´s feasibility. In this paper, we provide an approach to deal with the dynamic service composition issue based on the genetic algorithm and cases-based reasoning. This approach can support the flexible service workflow according to the user´s requirements and compose the workable services to complete this workflow.
Keywords :
Web services; case-based reasoning; genetic algorithms; quality of service; software architecture; QoS aware dynamic Web service; SOA; case-based reasoning; dynamic service composition; flexible service workflow; genetic algorithm; service oriented architecture; software development; user requirement; Availability; Concrete; Genetics; Noise measurement; Quality of service; Service oriented architecture; Genetic algorithm; QoS; service composition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
Type :
conf
DOI :
10.1109/ICMLC.2010.5580691
Filename :
5580691
Link To Document :
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