PS-GIS: personalized and semantics-based grid information services

The emergence of grid as an infrastructure for sharing of large-scale resources increases the need for information services that allow an efficient management of resources. This paper proposes the Personalized and Semantics-based Grid Information Services (PS-GIS) that serve as information management units for service publishing, discovery and monitoring. We present the approach to personalization of service publishing and discovery by describing ranking the similar services to the same management region. By applying the ontology theory for characterizing semantic information, a semantics-based domain selection and service matching method is adopted. And also service description and storage mode of UDDI are extended without changing its inner implementation. Our experimental results show the benefits of PS-GIS in precision, recall and query response time when compared with various alternate strategies.

[1]  Gwyduk Yeom,et al.  A QoS model and testing mechanism for quality-driven Web services selection , 2006, The Fourth IEEE Workshop on Software Technologies for Future Embedded and Ubiquitous Systems, and the Second International Workshop on Collaborative Computing, Integration, and Assurance (SEUS-WCCIA'06).

[2]  Vladimir Tosic,et al.  WSOL - A Language for the Formal Specification of Classes of Service for Web Services , 2003, ICWS.

[3]  Dan Brickley,et al.  Rdf vocabulary description language 1.0 : Rdf schema , 2004 .

[4]  Heiko Ludwig,et al.  Web Service Level Agreement (WSLA) Language Specification , 2003 .

[5]  Steven Tuecke,et al.  The Physiology of the Grid An Open Grid Services Architecture for Distributed Systems Integration , 2002 .

[6]  Omer F. Rana,et al.  An approach for quality of service adaptation in service‐oriented Grids , 2004, Concurr. Pract. Exp..

[7]  Ian Foster,et al.  The Grid 2 - Blueprint for a New Computing Infrastructure, Second Edition , 1998, The Grid 2, 2nd Edition.

[8]  Bogdan Franczyk,et al.  A Framework for Automated Negotiation of Service Level Agreements in Services Grids , 2005, Business Process Management Workshops.

[9]  Sanjay Jha,et al.  G-QoSM: Grid Service Discovery Using QoS Properties , 2002, Comput. Artif. Intell..

[10]  Jerry R. Hobbs,et al.  DAML-S: Semantic Markup for Web Services , 2001, SWWS.

[11]  Omer F. Rana,et al.  QoS Adaptation in Service-Oriented Grids , 2003, Middleware Workshops.

[12]  Warren Smith,et al.  A directory service for configuring high-performance distributed computations , 1997, Proceedings. The Sixth IEEE International Symposium on High Performance Distributed Computing (Cat. No.97TB100183).

[13]  Rudi Studer The Semantic Web: Suppliers and Customers , 2006, International Semantic Web Conference.

[14]  H. El Khatib,et al.  Establishing association between QoS properties in service oriented architecture , 2005, International Conference on Next Generation Web Services Practices (NWeSP'05).

[15]  Emine Yilmaz,et al.  A geometric interpretation and analysis of R-precision , 2005, CIKM '05.

[16]  Shuping Ran,et al.  A model for web services discovery with QoS , 2003, SECO.

[17]  Li Gong Peer-to-Peer Networks in Action , 2002, IEEE Internet Computing.

[18]  T. Howes,et al.  A Scalable, Deployable Directory Service Framework for the Internet , 1995 .