• DocumentCode
    2194205
  • Title

    Meandre: Semantic-Driven Data-Intensive Flows in the Clouds

  • Author

    Llora, X. ; Acs, B. ; Auvil, Loretta S. ; Capitanu, Boris ; Welge, Michael E. ; Goldberg, David E.

  • Author_Institution
    Nat. Center for Supercomput. Applic., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2008
  • fDate
    7-12 Dec. 2008
  • Firstpage
    238
  • Lastpage
    245
  • Abstract
    Data-intensive flow computing allows efficient processing of large volumes of data otherwise unapproachable. This paper introduces a new semantic-driven data-intensive flow infrastructure which: (1) provides a robust and transparent scalable solution from a laptop to large-scale clusters,(2) creates an unified solution for batch and interactive tasks in high-performance computing environments, and (3) encourages reusing and sharing components. Banking on virtualization and cloud computing techniques the Meandre infrastructure is able to create and dispose Meandre clusters on demand, being transparent to the final user. This paper also presents a prototype of such clustered infrastructure and some results obtained using it.
  • Keywords
    data flow computing; object-oriented programming; semantic Web; software reusability; virtual machines; Meandre infrastructure; batch task; cloud computing; component reuse; component sharing; high-performance computing environment; interactive task; large-scale cluster; semantic Web-driven data-intensive flow computing; virtualization; Cloud computing; Computer industry; Data engineering; Data flow computing; Genetic algorithms; Genetic engineering; Laboratories; Large-scale systems; Portable computers; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    eScience, 2008. eScience '08. IEEE Fourth International Conference on
  • Conference_Location
    Indianapolis, IN
  • Print_ISBN
    978-1-4244-3380-3
  • Electronic_ISBN
    978-0-7695-3535-7
  • Type

    conf

  • DOI
    10.1109/eScience.2008.172
  • Filename
    4736763