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Proceedings of the Institute for System Programming of the RAS, 2017, Volume 29, Issue 3, Pages 117–150
DOI: https://doi.org/10.15514/ISPRAS-2017-29(3)-8
(Mi tisp225)
 

This article is cited in 8 scientific papers (total in 8 papers)

A survey of problems and solution methods in network traffic classification

A. I. Get'man, Yu. V. Markin, E. F. Evstropov, D. O. Obidenkov

Institute for System Programming of the Russian Academy of Sciences
Full-text PDF (911 kB) Citations (8)
References:
Abstract: The paper discusses the problem of network traffic classification: the characteristics that are used to solve it, existing approaches and their limitations. Applied tasks that require classification are listed, as well as additional requirements that arise from the main problem. Properties of network traffic that root in communication medium specifics are analyzed as well as the technology being used where they influence the classification process. Relevant directions in current approaches to analysis and the reasons for their development are discussed.
Keywords: Network traffic analysis, network security, network traffic classification, machine learning, DPI.
Funding agency Grant number
Russian Foundation for Basic Research 14-07-00606
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: A. I. Get'man, Yu. V. Markin, E. F. Evstropov, D. O. Obidenkov, “A survey of problems and solution methods in network traffic classification”, Proceedings of ISP RAS, 29:3 (2017), 117–150
Citation in format AMSBIB
\Bibitem{GetMarEvs17}
\by A.~I.~Get'man, Yu.~V.~Markin, E.~F.~Evstropov, D.~O.~Obidenkov
\paper A survey of problems and solution methods in network traffic classification
\jour Proceedings of ISP RAS
\yr 2017
\vol 29
\issue 3
\pages 117--150
\mathnet{http://mi.mathnet.ru/tisp225}
\crossref{https://doi.org/10.15514/ISPRAS-2017-29(3)-8}
\elib{https://elibrary.ru/item.asp?id=29438843}
Linking options:
  • https://www.mathnet.ru/eng/tisp225
  • https://www.mathnet.ru/eng/tisp/v29/i3/p117
  • This publication is cited in the following 8 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Proceedings of the Institute for System Programming of the RAS
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    Full-text PDF :543
    References:33
     
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