Multi-scale combination prediction model with least square support vector machine for network traffic

Lecture Notes in Computer Science

Volumn 3498, Issue III, 2005, Pages 385-390

  Liu, Zunxiong ^a,b   Zhang, Deyun ^a   Liao, Huichuan ^b  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b EAST CHINA JIAOTONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CALCULATIONS; CORRELATION METHODS; DATA ACQUISITION; MATHEMATICAL MODELS; NEURAL NETWORKS;

CORRELATION STRUCTURE; TIME SCALES; WAVELET DECOMPOSITION;

TELECOMMUNICATION TRAFFIC;

EID: 24944582429     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11427469_62     Document Type: Conference Paper

References (6)

1. Chen, B.S., Peng, S.C., Wang, K.C.: Traffic Modeling, Prediction, and Congestion Control for High-Speed Networks: A Fuzzy AR Approach. IEEE Trans, Fuzzy Systems, 8 (2000) 491-508
2. Khotanzad, A., Sadek, N.: Multi-scale High-Speed Network Traffic Prediction Using Combination of Neural Networks. Proceedings of the International Joint Conference on Neural Networks, 2 (2003) 1071-1075
3. Zhang, B.: Adaptive Neural-Wavelet Model for Short Term Load Forecasting. International Journal of Electric Power Systems Research, 59 (2001) 121-129
4. Suykens, J.A.K., Vandewalle, J.: Least Squares Support Vector Machine Classifiers. Neural Processing Letters, 3 (1999) 293-301
5. Nason, G.P., Silverman, B.W.: The Stationary Wavelet Transform and Some Statistical Applications, In Wavelet and Statistics. Lecture notes in statistics, A. Antoniadis Ed. Springer Verlag, Berlin (1995)
6. Fitzek, F.H.P., Reisslein, M.: MPEG-4 and H.263 Video Traces for Network Performance Evaluation, extended version, Technical Report: TKN-00-06, TU Berlin Department of Electrical Engineering, Telecommunication Networks Group, (2000) http://www-tkn.ee.tu-berlin.de/research/trace/trace.html