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Volumn 53, Issue 6, 2009, Pages 761-773

A nonlinear, recurrence-based approach to traffic classification

Author keywords

Nonlinear analysis; Recurrence plots; Recurrence quantification analysis; Traffic classification

Indexed keywords

APPLICATIONS; CRYPTOGRAPHY; DYNAMICS; ENGINEERING RESEARCH; INTERNET; INTERNET PROTOCOLS; INTRUSION DETECTION; QUALITY OF SERVICE; SPEECH PROCESSING; TELECOMMUNICATION TRAFFIC; TIME SERIES; TIME SERIES ANALYSIS; TRAFFIC CONTROL; TRAFFIC SURVEYS;

EID: 61849174060     PISSN: 13891286     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.comnet.2008.12.015     Document Type: Article
Times cited : (59)

References (43)
  • 1
    • 0032069395 scopus 로고    scopus 로고
    • Phase transition pattern in a computer network
    • Tretyakov A., Takayasu H., and Takayasu M. Phase transition pattern in a computer network. Physica A 253 (1998) 315-322
    • (1998) Physica A , vol.253 , pp. 315-322
    • Tretyakov, A.1    Takayasu, H.2    Takayasu, M.3
  • 2
    • 0033887834 scopus 로고    scopus 로고
    • Dynamic phase transition observed in the Internet traffic flow
    • Takayasu M., Takayasu H., and Fukuda K. Dynamic phase transition observed in the Internet traffic flow. Physica A 277 (2000) 248-255
    • (2000) Physica A , vol.277 , pp. 248-255
    • Takayasu, M.1    Takayasu, H.2    Fukuda, K.3
  • 3
    • 33845439009 scopus 로고    scopus 로고
    • Multi-fractal analysis of IP-network traffic for assessing time variations in scaling properties
    • Masugi M., and Takuma T. Multi-fractal analysis of IP-network traffic for assessing time variations in scaling properties. Physica D 225 (2007) 119-126
    • (2007) Physica D , vol.225 , pp. 119-126
    • Masugi, M.1    Takuma, T.2
  • 4
    • 33750427253 scopus 로고    scopus 로고
    • Recurrence plot-based approach to the analysis of IP-network traffic in terms of assessing nonstationary transitions over time
    • Masugi M. Recurrence plot-based approach to the analysis of IP-network traffic in terms of assessing nonstationary transitions over time. IEEE Transactions on Circuits and Systems I 53 10 (2006) 2318-2326
    • (2006) IEEE Transactions on Circuits and Systems I , vol.53 , Issue.10 , pp. 2318-2326
    • Masugi, M.1
  • 6
    • 0000942950 scopus 로고    scopus 로고
    • Recurrence plots of experimental data: to embed or not to embed
    • Iwanski J.S., and Brandley E. Recurrence plots of experimental data: to embed or not to embed. Chaos 8 4 (1998) 861-871
    • (1998) Chaos , vol.8 , Issue.4 , pp. 861-871
    • Iwanski, J.S.1    Brandley, E.2
  • 7
    • 0028354598 scopus 로고
    • Dynamical assessment of physiological system and status using recurrence plot strategies
    • Webber Jr. C.L., and Zbilut J.P. Dynamical assessment of physiological system and status using recurrence plot strategies. Journal of Applied Physiology 76 (1994) 965-973
    • (1994) Journal of Applied Physiology , vol.76 , pp. 965-973
    • Webber Jr., C.L.1    Zbilut, J.P.2
  • 8
    • 0037201218 scopus 로고    scopus 로고
    • Nonlinear analysis of bivariate data with cross recurrence plots
    • Marwan N., and Kurths J. Nonlinear analysis of bivariate data with cross recurrence plots. Physics Letters A 302 (2002) 299-307
    • (2002) Physics Letters A , vol.302 , pp. 299-307
    • Marwan, N.1    Kurths, J.2
  • 9
    • 0002060398 scopus 로고    scopus 로고
    • Interdisciplinary application of nonlinear time series methods
    • Schreiber T. Interdisciplinary application of nonlinear time series methods. Physics Reports 308 (1999) 1-64
    • (1999) Physics Reports , vol.308 , pp. 1-64
    • Schreiber, T.1
  • 10
    • 0028491368 scopus 로고
    • Empirically derived analytic models of wide-area TCP connections
    • Paxson V. Empirically derived analytic models of wide-area TCP connections. IEEE/ACM Transactions on Networking 2 4 (1994) 316-336
    • (1994) IEEE/ACM Transactions on Networking , vol.2 , Issue.4 , pp. 316-336
    • Paxson, V.1
  • 11
    • 0029323403 scopus 로고
    • Wide area traffic: the failure of Poisson modeling
    • Paxson V., and Floyd S. Wide area traffic: the failure of Poisson modeling. IEEE/ACM Transactions on Networking 3 3 (1995) 226-244
    • (1995) IEEE/ACM Transactions on Networking , vol.3 , Issue.3 , pp. 226-244
    • Paxson, V.1    Floyd, S.2
  • 14
    • 14344265818 scopus 로고    scopus 로고
    • Internet traffic classification using bayesian analysis techniques
    • A.W. Moore, D. Zuev, Internet traffic classification using bayesian analysis techniques, in: Proceedings of SIGMETRICS'05, 2005, pp. 50-60.
    • (2005) Proceedings of SIGMETRICS'05 , pp. 50-60
    • Moore, A.W.1    Zuev, D.2
  • 16
    • 33846098197 scopus 로고    scopus 로고
    • Bayesian neural networks for internet traffic classification
    • Auld T., Moore A.W., and Gull S.F. Bayesian neural networks for internet traffic classification. IEEE Transactions on Neural Networks 18 1 (2007) 223-239
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 223-239
    • Auld, T.1    Moore, A.W.2    Gull, S.F.3
  • 20
    • 62849120844 scopus 로고    scopus 로고
    • A survey of techniques for internet traffic classification using machine learning
    • Nguyen T.T.T., and Armitage G. A survey of techniques for internet traffic classification using machine learning. IEEE Communications Surveys and Tutorials 10 (2008) 56-76
    • (2008) IEEE Communications Surveys and Tutorials , vol.10 , pp. 56-76
    • Nguyen, T.T.T.1    Armitage, G.2
  • 27
    • 35949018382 scopus 로고
    • Ergodic theory of chaos and strange attractors
    • Eckmann J.P., and Ruelle D. Ergodic theory of chaos and strange attractors. Reviews of Modern Physics (1985) 617-656
    • (1985) Reviews of Modern Physics , pp. 617-656
    • Eckmann, J.P.1    Ruelle, D.2
  • 28
    • 0000779360 scopus 로고
    • Detecting strange attractors in fluid turbulence
    • Rand D., and Young L.S. (Eds), Springer
    • Takens F. Detecting strange attractors in fluid turbulence. In: Rand D., and Young L.S. (Eds). Dynamical Systems and Turbulence (1981), Springer 366-381
    • (1981) Dynamical Systems and Turbulence , pp. 366-381
    • Takens, F.1
  • 31
    • 33846338227 scopus 로고    scopus 로고
    • Recurrence plots for the analysis of complex systems
    • Marwan N., Romano M.C., Thiel M., and Kurths J. Recurrence plots for the analysis of complex systems. Physics Reports 438 (2007) 237-329
    • (2007) Physics Reports , vol.438 , pp. 237-329
    • Marwan, N.1    Romano, M.C.2    Thiel, M.3    Kurths, J.4
  • 32
    • 34548696055 scopus 로고
    • Independent coordinates for strange attractors from mutual information
    • Fraser A.M., and Swinney H.L. Independent coordinates for strange attractors from mutual information. Physics Review A 33 2 (1986) 1134-1140
    • (1986) Physics Review A , vol.33 , Issue.2 , pp. 1134-1140
    • Fraser, A.M.1    Swinney, H.L.2
  • 33
    • 35949006791 scopus 로고
    • Determining embedding dimension for phase space reconstruction using a geometrical construction
    • Kennel M., Brown R., and Abarbanel H. Determining embedding dimension for phase space reconstruction using a geometrical construction. Physics Review A 45 (1992) 3403-3411
    • (1992) Physics Review A , vol.45 , pp. 3403-3411
    • Kennel, M.1    Brown, R.2    Abarbanel, H.3
  • 34
    • 0042357254 scopus 로고    scopus 로고
    • Recurrence quantification analysis and principal components in the detection of short complex signals
    • Zbilut J.P., Giuliani A., and Webber Jr. C.L. Recurrence quantification analysis and principal components in the detection of short complex signals. Physics Letters A 237 (1998) 131-135
    • (1998) Physics Letters A , vol.237 , pp. 131-135
    • Zbilut, J.P.1    Giuliani, A.2    Webber Jr., C.L.3
  • 35
    • 0000688735 scopus 로고
    • Embeddings and delays as derived from recurrence quantification analysis
    • Zbilut J.P., and Webber C.L. Embeddings and delays as derived from recurrence quantification analysis. Physics Letters A 171 (1992) 199-203
    • (1992) Physics Letters A , vol.171 , pp. 199-203
    • Zbilut, J.P.1    Webber, C.L.2
  • 36
    • 13544249190 scopus 로고    scopus 로고
    • Recurrence quantification analysis of the logistic equation with transients
    • Trulla L.L., Giuliani A., Zbilut J.P., and Webber Jr. C.L. Recurrence quantification analysis of the logistic equation with transients. Physics Letters A 223 4 (1996) 255-260
    • (1996) Physics Letters A , vol.223 , Issue.4 , pp. 255-260
    • Trulla, L.L.1    Giuliani, A.2    Zbilut, J.P.3    Webber Jr., C.L.4
  • 37
    • 24344436696 scopus 로고    scopus 로고
    • Prefix-preserving IP address anonymization: Measurement-based security evaluation and a new cryptography-based scheme
    • J. Xu, J. Fan, M.H. Ammar, Prefix-preserving IP address anonymization: measurement-based security evaluation and a new cryptography-based scheme, in: Proceedings of IEEE ICNP, 2002.
    • (2002) Proceedings of IEEE ICNP
    • Xu, J.1    Fan, J.2    Ammar, M.H.3
  • 38
    • 61849146505 scopus 로고    scopus 로고
    • NetMate 0.9.4. (as of March 2008).
    • NetMate 0.9.4. (as of March 2008).
  • 39
    • 61849083268 scopus 로고    scopus 로고
    • VRA 5.0.1-Visual Recurrence Analysis. (as of March 2008).
    • VRA 5.0.1-Visual Recurrence Analysis. (as of March 2008).
  • 40
    • 61849121517 scopus 로고    scopus 로고
    • Tisean 3.0.1-Nonlinear Analysis. http://www.mpipks-dresden.mpg.de/~tisean/Tisean_3.0.1/index.html (as of March 2008).
    • Tisean 3.0.1-Nonlinear Analysis. http://www.mpipks-dresden.mpg.de/~tisean/Tisean_3.0.1/index.html (as of March 2008).
  • 41
    • 0000810560 scopus 로고    scopus 로고
    • Practical implementation of non linear time series method: TISEAN package
    • Hegger R., Kantz H., and Schreiber T. Practical implementation of non linear time series method: TISEAN package. Chaos 9 (1999) 413-435
    • (1999) Chaos , vol.9 , pp. 413-435
    • Hegger, R.1    Kantz, H.2    Schreiber, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.