• DocumentCode
    3659285
  • Title

    Efficient payload signature structure for performance improvement of traffic identification

  • Author

    Woo-Suk Jung;Jun-Sang Park;Myung-Sup Kim;Jae-Hyun Ham

  • Author_Institution
    Dept. of Computer and Information Science, Korea University, Korea
  • fYear
    2015
  • Firstpage
    180
  • Lastpage
    185
  • Abstract
    The traffic identification is a preliminary and essential step for stable network service provision and efficient network resource management. While a number of identification methods have been introduced in literature, the payload signature-based identification method shows the highest performance in terms of accuracy, completeness, and practicality. However, the payload signature-based method´s processing speed is much slower than other identification method such as header-based and statistical methods. In this paper, we first classifies signatures by matching type based on range, order, and direction of packet in a flow when each signature matches to payload. By using this classification, we suggest a novel method to improve processing speed of payload signature-based identification by reducing searching space.
  • Keywords
    "Payloads","Classification algorithms","Algorithm design and analysis","Data mining","Protocols","Accuracy","Acceleration"
  • Publisher
    ieee
  • Conference_Titel
    Network Operations and Management Symposium (APNOMS), 2015 17th Asia-Pacific
  • Type

    conf

  • DOI
    10.1109/APNOMS.2015.7275423
  • Filename
    7275423