• DocumentCode
    2182082
  • Title

    Data Farming around the world overview

  • Author

    Horne, Gary E. ; Schwierz, Klaus-Peter

  • Author_Institution
    SEED Center for Data Farming, Naval Postgrad. Sch., Monterey, CA, USA
  • fYear
    2008
  • fDate
    7-10 Dec. 2008
  • Firstpage
    1442
  • Lastpage
    1447
  • Abstract
    Data farming combines the rapid prototyping capability inherent in certain simulation models with the exploratory power of high performance computing to rapidly generate insight into questions. The data farming process focuses on a more complete landscape of possible system responses, rather than attempting to pinpoint an answer. Data farming allows decision makers to more fully understand the landscape of possibilities and also consider outliers that may be discovered. Over the past decade, an international community has formed around these ideas. In 2008, International Data Farming Workshop 16 took place in Monterey, California, USA and workshop number 17 was held in Garmisch Partenkirchen, Germany. In addition to a summary of these two workshops, this paper will present an overview of the process that has developed to include the development of both methods and applications in the international data farming community.
  • Keywords
    data handling; decision making; rapid prototyping (industrial); data farming; decision makers; high performance computing; rapid prototyping capability; simulation models; Adaptive systems; Computational modeling; Computer simulation; Design for experiments; High performance computing; Power generation; Power system modeling; Prototypes; Space exploration; Virtual prototyping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2008. WSC 2008. Winter
  • Conference_Location
    Austin, TX
  • Print_ISBN
    978-1-4244-2707-9
  • Electronic_ISBN
    978-1-4244-2708-6
  • Type

    conf

  • DOI
    10.1109/WSC.2008.4736222
  • Filename
    4736222