Title :
Semantic Description and Discovery of Grid Services using WSDL-S and QoS based Matchmaking Algorithm
Author :
Somasundaram, Thamarai Selvi ; Balachandar, R.A. ; Swaminathan, Vyas ; Kumar, Ashwin ; Paramasivan, Venkatesh
Author_Institution :
Anna Univ., Chennai
Abstract :
This paper addresses the problem of describing and discovering grid services semantically in a heterogeneous grid environment. We propose a matchmaking system that enables semantic descriptions of grid services using WSDL-S. Also, the matchmaking algorithm proposed in our system uses weighted QoS factors to match requests with service advertisements. The semantic similarity between the requested capability and that of the advertised ones is determined using the respective domain ontology. We also propose ontology clustering to group similar categories of advertisements so that service discovery becomes fast and accurate.
Keywords :
grid computing; ontologies (artificial intelligence); quality of service; specification languages; WSDL-S; grid services; heterogeneous grid environment; matchmaking system; semantic description; semantic discovery; weighted QoS factors; Clustering algorithms; Grid computing; International collaboration; Monitoring; OWL; Ontologies; Problem-solving; Resource management; Semantic Web; Web services;
Conference_Titel :
Advanced Computing and Communications, 2006. ADCOM 2006. International Conference on
Conference_Location :
Surathkal
Print_ISBN :
1-4244-0716-8
Electronic_ISBN :
1-4244-0716-8
DOI :
10.1109/ADCOM.2006.4289866