Better network traffic identification through the independent combination of techniques
Tài liệu tham khảo
Anantavrasilp I, Schöler T. Automatic flow classification using machine learning. In: Proceedings of the 15th International Conference on Software, Telecommunications and Computer Networks (SOFTCOM’07), September 2007, pp. 1–6.
Bernaille, 2006, Traffic classification on the fly, ACM SIGCOMM Computer Communication Review, 36, 23, 10.1145/1129582.1129589
Callado A, Kamienski CA, Bischoff E, Sadok D, Kelner J. Demystifying Internet traffic identification—or: why can’t I know what really goes on my network? Technical Report 01/2008, August, 2008. 〈http://www.gprt.ufpe.br/∼arthur/GPRT-UFPE-tech-report-01-2008.pdf〉 A blind version of the report is available in 〈http://tinyurl.com/techrep012008〉.
Callado, 2009, Survey on traffic identification, IEEE Communications Surveys and Tutorials, 11, 37, 10.1109/SURV.2009.090304
Erman J, Arlitt M, Mahanti A. Traffic classification using clustering algorithms. In: Proceedings of the 2006 SIGCOMM workshop on Mining network data, 2006, pp. 281–286.
IANA. Port Numbers. 〈http://www.iana.org/assignments/port-numbers〉.
Jun L, Shunyi Z, Yanging L, Zailong A. Internet traffic classification using machine learning. In: Proceedings of the 2nd International Conference on Communications and Networking in China (CHINACOM’07), 2007, pp. 239–243.
Karagiannis T, Broido A, Brownlee N, Claffy KC, Faloutsos M. Is P2P dying or just hiding? Global Telecommunications Conference (GLOBECOMM ’04), IEEE, November 2004.
Karagiannis T, Papagiannaki K, Faloutsos M. BLINC: multilevel traffic classification in the dark. ACM SIGCOMM 2005, August 2005.
Li Z, Yuan R, Guan X. Accurate classification of the Internet traffic based on the SVM method, IEEE International Conference on Communications, 2007, 1373–1378.
Moore, 2005
Nguyen, 2008, Survey of techniques for Internet traffic classification using machine learning, IEEE Communications Surveys and Tutorials, Quarter, 4
Sen S, Spatscheck O, Wang D. Accurate, scalable innetwork identification of P2P traffic using application signatures. In: Proceedings of the 13th international conference on World Wide Web, 2004, pp. 512–521.
Shafer, 1976
Shafer, 1992, The Dempster–Shafer theory, 330
Szabó G, Szabo I, Orincsay D. Accurate traffic classification. In: Proceedings of the IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMoM’2007), June 2007.
Witten, 2005
Zhang G, Xie G, Min Y, Zhou Z, Duan X. Accurate online traffic classification with multi-phases identification methodology. In: Proceedings of the 5th Consumer Communications and Networking Conference, January 2008, pp. 141–146.