Support System for Developing Web Service Composition Scenarios without Need for Web Application Skills

Author(s):  
Yasutoshi Miyagi ◽  
Yoji Yamato ◽  
Yusuke Nakano ◽  
Miki Hirano

In Service Oriented Architecture (SOA) web services plays important role. Web services are web application components that can be published, found, and used on the Web. Also machine-to-machine communication over a network can be achieved through web services. Cloud computing and distributed computing brings lot of web services into WWW. Web service composition is the process of combing two or more web services to together to satisfy the user requirements. Tremendous increase in the number of services and the complexity in user requirement specification make web service composition as challenging task. The automated service composition is a technique in which Web Service Composition can be done automatically with minimal or no human intervention. In this paper we propose a approach of web service composition methods for large scale environment by considering the QoS Parameters. We have used stacked autoencoders to learn features of web services. Recurrent Neural Network (RNN) leverages uses the learned features to predict the new composition. Experiment results show the efficiency and scalability. Use of deep learning algorithm in web service composition, leads to high success rate and less computational cost.


2009 ◽  
Vol 18 (02) ◽  
pp. 225-260 ◽  
Author(s):  
VALERIA DE CASTRO ◽  
ESPERANZA MARCOS ◽  
ROEL WIERINGA

In recent years, the automation of business processes has become one of the most prominent and promising uses of Web service technology. Consequently several languages have been created for the execution of business processes, making it possible to define new and more complex services or business processes which are implemented for example by means of Web service composition. Nevertheless, these kinds of languages are not suitable for use in the early stages of the development process of information systems. Special methodologies or techniques are therefore necessary to allow systems analysts to understand services from a business point of view, while facilitating the design and development of Web service composition. In this paper, we present a service-oriented approach to information system development that starts by identifying, through business modeling, the services required by the customers of a business, to make it possible to create a Web service composition model. This model will facilitate the transformation to specific languages for business process execution, thereby reducing the development efforts made in service-oriented applications. The method proposed is illustrated by means of a Web application for the management of medical images, which we have taken as a case study.


2016 ◽  
Vol 3 (1) ◽  
pp. 13-24
Author(s):  
Anis ISMAIL ◽  
Abd El Salam AL HAJJAR ◽  
Abdel Karim KASSEM

2009 ◽  
Vol 29 (11) ◽  
pp. 3120-3123 ◽  
Author(s):  
Peng LI ◽  
De-chen ZHAN ◽  
Guo-zhong LIU ◽  
Lan-shun NIE ◽  
Jin-dan FENG

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