• DocumentCode
    747152
  • Title

    Data mining and forecasting in large-scale telecommunication networks

  • Author

    Sasisekharan, Raguram ; Seshadri, V. ; Weiss, Sholom M.

  • Author_Institution
    AT&T Bell Labs., Middletown, NJ, USA
  • Volume
    11
  • Issue
    1
  • fYear
    1996
  • Firstpage
    37
  • Lastpage
    43
  • Abstract
    Large-scale telecommunication networks process millions of transactions daily. The authors present an approach for warehousing data about faulty networks and for mining it to find trends. Applying this approach to AT&T´s worldwide network, the authors have identified several patterns, which AT&T can use to improve network reliability.
  • Keywords
    knowledge acquisition; telecommunication computing; telecommunication network reliability; data mining; data warehousing; faulty networks; forecasting; large-scale telecommunication networks; network reliability; trends; Circuit faults; Computer network management; Computerized monitoring; Data mining; Degradation; Intelligent networks; Large-scale systems; Maintenance; Telecommunication computing; Telecommunication network reliability;
  • fLanguage
    English
  • Journal_Title
    IEEE Expert
  • Publisher
    ieee
  • ISSN
    0885-9000
  • Type

    jour

  • DOI
    10.1109/64.482956
  • Filename
    482956
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=747152