• DocumentCode
    269962
  • Title

    Traffic identification engine: an open platform for traffic classification

  • Author

    de Donato, Walter ; Pescapé, Antonio ; Dainotti, Alberto

  • Author_Institution
    Electr. Eng. & Inf. Technol. Dept., Univ. of Napoli Federico II, Naples, Italy
  • Volume
    28
  • Issue
    2
  • fYear
    2014
  • fDate
    March-April 2014
  • Firstpage
    56
  • Lastpage
    64
  • Abstract
    The availability of open source traffic classification systems designed for both experimental and operational use, can facilitate collaboration, convergence on standard definitions and procedures, and reliable evaluation of techniques. In this article, we describe Traffic Identification Engine (TIE), an open source tool for network traffic classification, which we started developing in 2008 to promote sharing common implementations and data in this field. We designed TIE¿s architecture and functionalities focusing on the evaluation, comparison, and combination of different traffic classification techniques, which can be applied to both live traffic and previously captured traffic traces. Through scientific collaborations, and thanks to the support of the open source community, this platform gradually evolved over the past five years, supporting an increasing number of functionalities, some of which we highlight in this article through sample use cases.
  • Keywords
    Internet; pattern classification; public domain software; telecommunication traffic; transport protocols; Internet traffic; TIE architecture; application-level protocols; network traffic classification; open source tool; open source traffic classification systems; traffic identification engine; transport-level protocol; Computer architecture; Feature extraction; Open source software; Payloads; Ports (Computers); Protocols; Telecommunication traffic;
  • fLanguage
    English
  • Journal_Title
    Network, IEEE
  • Publisher
    ieee
  • ISSN
    0890-8044
  • Type

    jour

  • DOI
    10.1109/MNET.2014.6786614
  • Filename
    6786614