• DocumentCode
    446488
  • Title

    Semantic integration of file-based data for grid services

  • Author

    Woolf, Alexander ; Cramer, Ronald ; Gutierrez, Milagros ; Kleese, K. ; van Dam ; Kondapalli, Soumya ; Latham, S. ; Lawrence, B. ; Lowry, R. ; O´Neill, Kevin

  • Author_Institution
    e-Sci. Centre, CCLRC, UK
  • Volume
    1
  • fYear
    2005
  • fDate
    9-12 May 2005
  • Firstpage
    182
  • Abstract
    Data services for the grid have focussed so far primarily on virtualising access to distributed databases, and encapsulating file location. However, orchestration of services requires richer information semantics than these mechanisms provide. Service inputs and outputs must be semantically matched, or characterised in order that sensible transformations may be performed. In many domains important information structures must be aggregated across multiple files, and numerous legacy file formats obscure the natural logical structure of information types. We present a solution for constructing semantic data services for an earth-sciences data grid (the UK NERC DataGrid). A semantically-rich data model is developed, drawing on components from external ontologies. A ´storage descriptor´ provides the mechanism for mapping legacy file-based storage onto data model instances. Finally, data services may be built on top of the data model to expose a semantic view of the data irrespective of the underlying file storage details. Our approach is similar to wrapper/mediator architectures for integrating database management systems.
  • Keywords
    distributed databases; grid computing; ontologies (artificial intelligence); UK NERC DataGrid; database management systems; distributed databases; earth-sciences data grid; external ontologies; file location encapsulation; file-based data; grid services; information semantics; legacy file-based storage; semantic data services; semantic integration; semantically-rich data model; storage descriptor; Data mining; Data models; Database systems; Distributed databases; File systems; Memory; Multidimensional systems; Ontologies; Relational databases; XML;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cluster Computing and the Grid, 2005. CCGrid 2005. IEEE International Symposium on
  • Print_ISBN
    0-7803-9074-1
  • Type

    conf

  • DOI
    10.1109/CCGRID.2005.1558552
  • Filename
    1558552