• DocumentCode
    2078802
  • Title

    An Ontological Framework for Large-Scale Grid Resource Discovery

  • Author

    Li, Juan ; Vuong, Son

  • Author_Institution
    British Columbia Univ., Vancouver
  • fYear
    2007
  • fDate
    1-4 July 2007
  • Firstpage
    757
  • Lastpage
    762
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers and Communications, 2007. ISCC 2007. 12th IEEE Symposium on
  • Conference_Location
    Aveiro
  • ISSN
    1530-1346
  • Print_ISBN
    978-1-4244-1520-5
  • Electronic_ISBN
    1530-1346
  • Type

    conf

  • DOI
    10.1109/ISCC.2007.4381497
  • Filename
    4381497