Fault detection through multi-fractal nature of traffic

2002 International Conference on Communications, Circuits and Systems and West Sino Exposition, ICCCAS 2002 - Proceedings

Volumn , Issue , 2002, Pages 695-699

  Tang, Yajuan ^a   Luo, Xiapu ^a   Yang, Zijie ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

fault detection; multi fractal; network traffic; wavelet

Indexed keywords

FRACTALS;

DETECT ABNORMAL TRAFFIC; MULTI FRACTALS; NETWORK TRAFFIC; SCALING PROPERTIES; SELF-SIMILAR TRAFFIC; STRUCTURE FUNCTIONS; TRAFFIC BURSTS; WAVELET;

FAULT DETECTION;

EID: 84969601778     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCAS.2002.1180711     Document Type: Conference Paper

References (11)

1. Cynthia S. Hood, and Chuanyi Ji, "Probabilistic Network Fault Detection," Proc. IEEE GLOBECOM, London, England, pp.1872-1876, 1996
2. Frank Feather, Dan Slewiorek, and Roy Maxion, "Fault Detection in an Ethernet Network Using Anomaly Signature Matching," Proceedings on Communications architectures, protocols and applications, San Francisco, CA USA, pp. 279-288, Sep, 1993.
3. Wolfgang Schleifer, and Manfred Mannle, "On-line Error Detection Through Observation of Traffic Self-similarity," http://goethe.ira.uka.de/~maennle/publications.html.
4. W. E. Leland, M.S. Taqqu, W. Willinger, and D.V. Wilson, "On the Self-Similar Nature of Ethernet Traffic (Extended Version)," IEEE/ACM Transactions on Networking, 2, (1), pp.1-15, 1994.
5. R. Riedi and J. L. Véhel, "Multifractal properties of TCP trac: A numerical study," Technical Report No 3129, INRIA Rocquencourt, France, Feb 1997. Available at www.dsp.rice.edu.
6. Rudolf H. Riedi, S.Crouse, Vinay J. Ribeiro, and Richard G. Baraniuk, "A Multifractal Wavelet Model with Application to TCP Network Traffic," IEEE Transactions on Information Theory, vol 45, No 3, pp.992-1018, April 1999.
7. Paulo Goncalves, and Rudolf H. Riedi, "Wavelet Analysis of Fractional Brownian Motion in Multifractal Time," Proceedings of the 17th Colloquium GRETSI, Vannes, France, Sept 1999.
8. Marina Thottan, and Chuanyj Ji, "Statistical Detection of Enterprise Network Problems," Journal of Network and System Management, vol 7, No1, pp.27-45, 1999.
9. Vinay J. Riebeiro, Rudolf H. Riedi, and Richard G. Baraniuk, "Wavelets and Multifractals for Network Traffic Modeling and Inference," International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May, 2001.
10. R. H. Riedi, Multifractal Processes, Technical Report, ECE Dept., Rice University, TR 99-06.
11. th International Symposium on Digital Signal Processing for Communication Systems, Perth, 1999.