• DocumentCode
    768796
  • Title

    Anteater: A Service-Oriented Architecture for High-Performance Data Mining

  • Author

    Guedes, D. ; Meira, W. ; Ferreira, R.

  • Author_Institution
    Comput. Sci. Dept., Univ. Fed. de Minas Gerais, Belo Horizonte
  • Volume
    10
  • Issue
    4
  • fYear
    2006
  • Firstpage
    36
  • Lastpage
    43
  • Abstract
    Data mining focuses on extracting useful information from large volumes of data, and thus has been the center of much attention in recent years. Building scalable, extensible, and easy-to-use data mining systems, however, has proved to be difficult. In response, the authors developed Anteater, a service-oriented architecture for data mining that relies on Web services to achieve extensibility and interoperability, offers simple abstractions for users, and supports computationally intensive processing on large amounts of data through massive parallelism
  • Keywords
    Internet; data mining; open systems; parallel algorithms; Anteater; Web services; high-performance data mining; interoperability; massive parallelism; service-oriented architecture; Algorithm design and analysis; Clustering algorithms; Data analysis; Data mining; Distributed databases; Parallel processing; Scalability; Service oriented architecture; Web server; Web services; data mining; information extraction; service-oriented architecture;
  • fLanguage
    English
  • Journal_Title
    Internet Computing, IEEE
  • Publisher
    ieee
  • ISSN
    1089-7801
  • Type

    jour

  • DOI
    10.1109/MIC.2006.69
  • Filename
    1704754