• DocumentCode
    3535308
  • Title

    Application of actor model for distributed execution of data mining algorithms

  • Author

    Kapustin, Nikita ; Kholod, Ivan ; Petuhov, Ilya

  • Author_Institution
    Fac. of Comput. Sci. & Technol., St. Petersburg Electrotech. Univ. "LETI", St. Petersburg, Russia
  • fYear
    2015
  • fDate
    19-21 May 2015
  • Firstpage
    208
  • Lastpage
    210
  • Abstract
    This paper describes an approach of application of the actor model for distributed computations of the block based data mining algorithms, provides the comparison with other approaches, describes concrete implementation of the approach and the result of the experiment.
  • Keywords
    data mining; distributed processing; actor model; block based data mining algorithms; distributed computations; distributed execution; Acceleration; Algorithm design and analysis; Computational modeling; Data mining; Data models; Libraries; Synchronization; actor model; block based algorithms; data mining; distributed computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Measurements (SCM), 2015 XVIII International Conference on
  • Conference_Location
    St. Petersburg
  • Print_ISBN
    978-1-4673-6960-2
  • Type

    conf

  • DOI
    10.1109/SCM.2015.7190458
  • Filename
    7190458
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3535308