A Self-healing Framework for QoS-Aware Web Service Composition via Case-Based Reasoning

2013 ◽  
pp. 654-661 ◽  
Author(s):  
Guoqiang Li ◽  
Lejian Liao ◽  
Dandan Song ◽  
Jingang Wang ◽  
Fuzhen Sun ◽  
...  
Keyword(s):  
Web Service ◽  
Service Composition ◽  
Web Service Composition ◽  
Case Based Reasoning ◽  
Self Healing ◽  
Case Based

Using Planning and Case-Based Reasoning for Service Composition

2010 ◽  
Vol 14 (5) ◽  
pp. 540-548 ◽  
Author(s):  
Chiung-Hon Leon Lee ◽  
◽  
Alan Liu ◽  
Huan-Hsian Huang ◽  
Keyword(s):  
Web Services ◽  
Web Service ◽  
Service Composition ◽  
Service Providers ◽  
Web Service Composition ◽  
User Needs ◽  
Case Based Reasoning ◽  
Service Model ◽  
Related Information ◽  
Case Based

Planning commonly applied to automating Web Service composition involves two problems - (i) overlooked user needs combined with services provided by the systems themselves and outside services providing a much more flexible service model. (ii) “Speeding up” and “facilitating” services by not recording information about service providers already having served users and about planning already processed. We propose merging internal and external services to meet user needs. Internal services include system functions designed to meet user needs. External services mean Web services provided by outside service providers. We plan to combine both types of services to create planning to meet user needs. We apply case-based reasoning to store planning and related information in a case base to make planning much faster when users have similar needs.

scholarly journals Utilisation of Case-Based Reasoning for Semantic Web Services Composition

2011 ◽  
pp. 604-622
Author(s):  
Taha Osman ◽  
Dhavalkumar Thakker ◽  
David Al-Dabass
Keyword(s):  
Web Services ◽  
Web Service ◽  
Service Composition ◽  
Service Discovery ◽  
Case Based Reasoning ◽  
Dynamic Composition ◽  
Services Composition ◽  
Novel Approach ◽  
Dynamic Web ◽  
Case Based

With the rapid proliferation of Web services as the medium of choice to securely publish application services beyond the firewall, the importance of accurate, yet flexible matchmaking of similar services gains importance both for the human user and for dynamic composition engines. In this article, we present a novel approach that utilizes the case based reasoning methodology for modelling dynamic Web service discovery and matchmaking, and investigate the use of case adaptation for service composition. Our framework considers Web services execution experiences in the decision making process and is highly adaptable to the service requester constraints. The framework also utilizes OWL semantic descriptions extensively for implementing both the components of the CBR engine and the matchmaking profile of the Web services.

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