An Ontology-Based Model for Grid Resource Publication and Discovery

Resource management system is the core component of a Grid system. It has two important functions: resource publication and discovery. This paper presents an ontology-based model for Grid Re- source Publication and Discovery(GRPD). We adopt multiple domain- specific registries to manage corresponding resources of a Virtual Orga- nization(VO) in order to obtain high GRPD efficiency. Resource descrip- tions and resource requests are all based on domain-specific ontology. The ontology-based matchmaker of the domain-specific registry plays the im- portant role in resources selection. The "Index" node of a VO hosts the general registry. Other domain-specific registries are distributed in the VO. This is a two-level registry mechanism. A large-scale Grid system may contain many VOs. "Index" nodes from various VOs connect to each other in the peer-to-peer mode instead of the hierarchical mode.

[1]  Stefan Decker,et al.  Ontology-Based Resource Matching in the Grid - The Grid Meets the Semantic Web , 2003, SEMWEB.

[2]  Thomas R. Gruber,et al.  A translation approach to portable ontology specifications , 1993, Knowl. Acquis..

[3]  Stefan Decker,et al.  TRIPLE - A Query, Inference, and Transformation Language for the Semantic Web , 2002, SEMWEB.

[4]  Ian Foster,et al.  On Fully Decentralized Resource Discovery in Grid Environments , 2001, GRID.

[5]  Andrew S. Grimshaw,et al.  Grid resource management in legion , 2004 .

[6]  Hector Garcia-Molina,et al.  Designing a super-peer network , 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).

[7]  Javier Jaén Martínez,et al.  Data Management in an International Data Grid Project , 2000, GRID.

[8]  David Abramson,et al.  Nimrod/G: an architecture for a resource management and scheduling system in a global computational grid , 2000, Proceedings Fourth International Conference/Exhibition on High Performance Computing in the Asia-Pacific Region.

[9]  John F. Karpovich,et al.  The Legion Resource Management System , 1999, JSSPP.

[10]  Domenico Talia,et al.  Toward a Synergy Between P2P and Grids , 2003, IEEE Internet Comput..

[11]  Ian T. Foster,et al.  Condor-G: A Computation Management Agent for Multi-Institutional Grids , 2004, Cluster Computing.

[12]  Pakornpong Pothipruk An Ontology-based Multi-agent System for Matchmaking , 2022 .

[13]  李伟,et al.  VEGA Infrastructure for Resource Discovery in Grids , 2003 .

[14]  Domenico Talia,et al.  P2P Protocols for Membership Management and Resource Discovery in Grids , 2004 .

[15]  Domenico Talia,et al.  A P2P approach for membership management and resource discovery in grids , 2005, International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume II.