Title :
An Ontological Framework for Large-Scale Grid Resource Discovery
Author :
Li, Juan ; Vuong, Son
Author_Institution :
British Columbia Univ., Vancouver
Abstract :
This paper presents GOIDS (Grid Ontological Integration and Discovery System), a comprehensive architecture for resource sharing and discovery in large-scale grids, where nodes integrate local ontologies to expand semantic knowledge of shared grid resources. A peer-to-peer based ontological directory service is used to facilitate the formation of the semantic small-world ontological communities. Ontological communities help prune the searching space and reduce the cost of searching. Inside communities, resource knowledge is integrated between nodes, and a DHT overlay is used for knowledge dissemination and discovery. This framework architecture improves interoperability among grid participants and aids efficient resource discovery through an expressive query language.
Keywords :
data mining; grid computing; ontologies (artificial intelligence); peer-to-peer computing; resource allocation; semantic Web; DHT overlay; grid ontological integration and discovery system; grid resource discovery; interoperability; knowledge discovery; knowledge dissemination; peer-to-peer based ontological directory service; resource sharing; semantic knowledge; Computer architecture; Database languages; Internet; Large scale integration; Large-scale systems; Ontologies; Peer to peer computing; Resource management; Scalability; Semantic Web;
Conference_Titel :
Computers and Communications, 2007. ISCC 2007. 12th IEEE Symposium on
Conference_Location :
Aveiro
Print_ISBN :
978-1-4244-1520-5
Electronic_ISBN :
1530-1346
DOI :
10.1109/ISCC.2007.4381497