A novel traffic identification approach based on multifractal analysis and combined neural network

Author:

Shi Hongtao,Liang Gang,Wang Hai

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering

Reference48 articles.

1. McGregor A, Hall M, Lorier P, Brunskill J (2004) Flow clustering using machine learning techniques. In: Barakat C, Pratt J (eds) PAM LNCS, vol 3015. Springer, Heidelberg, pp 205–214

2. Nogueira A, Oliveira M, Salvador P, Valadas R, Pacheco A (2005) Classification of Internet users using discriminant analysis and neural networks, In: First EuroNGI Conference on Traffic Engineering for the Next Generation Internet Networks, April 2005, pp. 341–348

3. Erman J, Arlitt M, Mahanti A (2006) Traffic classification using clustering algorithms, in: ACM SIGCOMM Workshop on Mining Network Data ACM, New York, pp. 281–286

4. Willinger W, Paxson V, Taqqu MS (1998) Self-similarity and heavy ails: structural modeling of network traffic. In: A Practical Guide to Heavy Tails: Statistical Techniques for Analyzing Heavy Tailed Distributions, Birkhauser Verlag

5. Garret MW, Willinger W (1994) Analysis modeling and generation of self-similar VBR video traffic. In: Proceedings of the SIGCOMM'94 Conference on Communications Architectures, Protocols and Applications, London, UK

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