Title :
Optimal Service Selection Using Trust Based Recommendation System for Service-Oriented Grid
Author :
Nagarathna, N. ; Indiramma, M. ; Nayak, J.S.
Author_Institution :
Dept. of CSE, BMS Coll. of Eng., Bangalore, India
Abstract :
Grid computing systems provide a virtual framework for sharing resources across organizational boundaries. Nowadays OGSA(Open Grid Services Architecture) is the most common adopted grid system architecture. This architecture adopts standardized service pattern, which means it views all resources as services and shares all resources through sharing services. With the increasing use of Grid system, service user is in a fix when having to make a choice from a set of services offering the same functionality. Hence service selection is one of the challenges to be addressed in Service Oriented Grid (SOG). In this paper we propose a recommendation system based on trust, reputation and QoS for the SOG. This novel approach uses computation of trustworthiness of services by the mechanism of similarity computation and ranking service providers based on feedback of users.
Keywords :
grid computing; organisational aspects; quality of service; security of data; service-oriented architecture; OGSA; QoS; SOA; SOG; grid computing systems; grid service technology; grid services architecture; grid system architecture; optimal service selection; organizational boundaries; reputation; resource sharing; service oriented architecture; service provider ranking; service sharing; service trustworthiness computation; service-oriented grid; similarity computation mechanism; standardized service pattern; trust; trust based recommendation system; virtual framework; Collaboration; Computational modeling; Filtering; History; Monitoring; Organizations; Quality of service; QoS; grid service; reputation; similarity computation; trust;
Conference_Titel :
Cloud and Services Computing (ISCOS), 2012 International Symposium on
Conference_Location :
Mangalore
Print_ISBN :
978-1-4673-4854-6
DOI :
10.1109/ISCOS.2012.22