• DocumentCode
    3347347
  • Title

    Hybrid Cube: An Architecture for Analysis of Network Security Events Data Stream

  • Author

    Han, Yu ; Niu, Wei ; Zhu, Junmao

  • Author_Institution
    Inst. of Northern Electron. Equip., Beijing, China
  • fYear
    2011
  • fDate
    21-23 Oct. 2011
  • Firstpage
    310
  • Lastpage
    313
  • Abstract
    Managing the network security events data stream, which is very large and real-time, and mining useful information from the data stream to analyse and forecast security situation, are very difficult. In this paper, we present an architecture, hybrid data stream cube, and its incremental updating algorithm. Experimental results proved that this architecture could facilitate on-line, multi-dimension, multi-level analysis of network security events data stream and shorten the response time.
  • Keywords
    computer network management; computer network security; data mining; data mining; hybrid data stream cube; incremental updating algorithm; multi-level analysis; network management; network security events; Algorithm design and analysis; Computer architecture; Distributed databases; Real time systems; Security; Software; Time factors; cube; data stream; network security;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation, Measurement, Computer, Communication and Control, 2011 First International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-0-7695-4519-6
  • Type

    conf

  • DOI
    10.1109/IMCCC.2011.84
  • Filename
    6154062