Scaling behaviors of traffic in computer communication networks

2006 International Conference on Communications, Circuits and Systems, ICCCAS, Proceedings

Volumn 3, Issue , 2006, Pages 1744-1748

  Zhou, Pei Ling ^a   Cai, Shi Min ^a   Zhou, Tao ^a   Fu, Zhong Qian ^a  

^a Department of Electronic Science and Technology ^*  (China)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC ANALYSIS; COMPUTER NETWORKS; DISTRIBUTION FUNCTIONS; SCALING LAWS;

ASYMPTOTIC POWER-LAW; COMPUTER COMMUNICATION NETWORKS;

TELECOMMUNICATION TRAFFIC;

EID: 39749195400     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCCAS.2006.285011     Document Type: Conference Paper

References (39)

1. W. E. Leland, M. S. Taqq, W. Willinger, and D. V. Wilson, "On the self-similar nature of Ethernet traffic", Proc. ACM SIGCOMM, San Francisco, CA, USA, Vol.23(4) pp. 183-193, 1993.
2. A. Erramilli, O. Narayan, and W. Willinger, "Experimental queueing analysis with long-range dependent packet traffic", IEEE/ACM Trans Netw., Vol.4(2), pp.209-223. 1996.
3. G. Irlam, Unix file size survey, http://www.base.com/gordoni/ufs93.html.
4. M. Crovella, and A. Bestavros, "Self-similarity in World Wide Web traffic: Evidence and possible causes", Proc. SIGMETRICS96: ACM Int. Conf. on Measurement and Modelling of Computer Systems, Philadelphia, PA, USA, Vol.24(1), pp. 160-169 May 1996.
5. K. Fukuda, H. Takayasu, and M. Takayasu, "Origin of critical behaviour in ethernet traffic", Physica A, Vol.287, pp.289-301, 2000.
6. A. Veres, and M. Boda. "The chaotic nature of TCP congestion control". Proc. INFOCOM, Tel Aviv, Israel, Vol.3, pp.1715-1723 , 2000.
7. H. P. Schwefel, "Behavior of TCP-like elastic traffic at a buffered bottleneck router", Proc. INFOCOM, Vol.3, pp.1698-1705, 2001.
8. B. Sikdar, and K. Vastola, "The effect of tcp on the self-similarity of network traffic", Proc. 35th Conf. on Information Sciences and Systems, Baltimore, MD, March 2001, http://citeseer.nj.nec.com/sikdar01effect.html.
9. A. J. Field, U. Harder, and P.O. Harrison, "Measurement and modelling of self-similar traffic in the computer networks", IEE Proc.-Commun, Vol. 151(4), pp,335-363 August 2004.
10. T. Huisinga, R. Barlovic, W. Knospe, A. Schadschneider, and M. Schreckenberg, "A microscopic model for packet transport in the internet", Physica A, Vol.294, pp.249-256, 2001.
11. D. E. Newman, N. D. Sizemore, B. A. Carreras, and V. E. Lynch, "Growth and propagation of disturbances in a communication network model", Presented at Hawaii Int. Conf. on Systems Sciences, January 2002.
12. B. Tadić, S. Thurner, and G. J. Rodgers, "Traffic on complex networks: Towards understanding global statistical properties from microscopic density fluctuations", Phys. Rev. E, Vol.69, pp.036102, 2004.
13. L. Zhao, Y. -C. Lai, K. Park, and N. Ye, "Onset of traffic congestions in complex networks", Phys. Rev. E, Vol.71, pp.026125, 2005.
14. T. Zhou, G. Yan, B. -H. Wang, Z. -Q. Fu, B. Hu, C. -P. Zhu, and W. -X. Wang. "Traffic dynamics on complex networks", Dynamics of Continuous, Discrete and Impulsive Systems B (In Press).
15. G. Yan, T. Zhou, B. Hu, Z. -Q. Fu, and B. -H. Wang, "Efficient Routing on Complex Networks", Phys. Rev. E, Vol.73, pp.046108, 2006.
16. C. -Y. Yin, B. -H. Wang, W. -X. Wang, T. Zhou, and H. -J. Yang, "Efficient routing on scale-free networks based on local information", Phys. Lett. A, Vol.351, pp.220-224, 2006.
17. Y. H. Liu, P. Gopikrishnan, P. Cizeau, M. Meyer, C. K. Peng and H. E. Stanley, "The statistic properties of the volatility of price fluctuations", Phys. Rev. E, Vol.49, pp.1390-1440, 1994.
18. B. B. Mandelbrot, "The Fractal geometry of nature", Freeman, 1982.
19. J. Feder, "Fractals", Plenum, 1988.
20. K. Park and W. Willinger, "Self-Similar Network Traffic: An Overview", Self-Similar Network Traffic and Performance Evaluation, Wiley-Interscience, pp. 1-39, 2000.
21. A. Holt, "Long-range dependence and self-similarity in World Wide Web proxy cache references", IEE Proc.-Commun, Vol. 147(6), pp.317-321, December 2000
22. L. Yao, M. Agapie, J. Ganbar and M. Doroslovacki, "Long range dependence in Internet Backbone Traffic", Communications, ICC '03. IEEE International Conference, Vol.3, pp.1611-1615, May 2003.
23. T. Karagiannis, M. Molle and M. Faloutsos, "Long-Range Dependence Ten Years of Internet Traffic Modeling", IEEE INTERNET COMPUTING, Vol. 8(5), pp.57-64, 2004.
24. C. K. Peng, S. V. Buldyrev, S. Havlin, M. Simons, H. E. Stanley and A. L. Goldberger, "Mosaic organization of DNA nucleotides" Phys. Rev. E, Vol.49, pp.1685-1689, 1994.
25. C. K. Peng, S. Havlin, H. E. Stanley and A. L. Goldberger, "Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series", Chaos, Vol.5, pp.82-87, 1995.
26. A. Bunde, S. Havlin, J. W. Kantelhardt, T. Penzel, J. -H. Peter, and K. Voigt, "Correlated and Uncorrelated Regions in Heart-Rate Fluctuations during Sleep", Phys. Rev. Lett., Vol.85, pp.3736-3739, 2000.
27. L. M. Xu, P. C. Ivanov, K. Hu, Z. Chen, A. Carbone, and H. E. Stanley, "Quantifying signals with power-law correlations: A comparative study of detrended fluctuation analysis and detrended moving average techniques", Phys. Rev. E, Vol.71, pp.051101, 2005.
28. Z. Chen, K. Hu, P. Carpena, P. Bemaola-Galvan, H. E. Stanley, and P. C. Ivanov, "Effect of nonlinear filters on detrended fluctuation analysis", Phys. Rev. E, Vol.71, pp.011104, 2005.
29. H. -J. Yang, F. -C. Zhao, L. -Y. Qi, and B. -L. Hu, "Temporal series analysis approach to spectra of complex networks", Phys. Rev. E, Vol.69, pp.066104, 2004.
30. S. -M. Cai, P. -L. Zhou, H. -J. Yang, C. -X. Yang, B. -H. Wang, and T. Zhou, "Empirical study on the volatility of Hang Seng index", Chin. Phys. Lett., Vol.23, pp.754-757, 2006.
31. Measurement data, http://www.doc.ic.ac.uk/Buh/QUAINT/data/
32. R. N. Mantegna and H. E. Stanley, "Scaling behavior in the dynamics of an economic index", Nature, Vol.376, pp.46-49, 1995.
33. R. N. Mantegna and H. E. Stanley, "An introduction to econophysics", UK:Cambridge University Press, 2000.
34. J. Voit, "The statistical mechanics of financial market", Springer, 2001.
35. B. -H. Wang, and P. M. Hui, "The distribution and scaling of fluctuations for Hang Seng index in Hong Kong market", Eur. Phys. J. B, Vol.20, pp.573-579, 2001.
36. Z. Ding, C. W. J. Granger and R. F. Engle, "A long memory property of stock market returns and a new model", J. Empirical Finance, Vol.1, pp.83-105, 1983.
37. M. M. Dacorogna, U. A. Muller, R. J. Nagler, R. B. Olsen and O. V. Pictet, "A geographical model for the daily and weekly seasonal volatility in the foreign-exchange market", J. Int. Money Finance, Vol.12, pp.413-438, 1993.
38. A. Pagan, "The econometrics of financial markets", J. Empirical Finance, Vol.3, pp.15-102, 1996.
39. J.-P. Bouchaud and M. Potters, "Theorie des Risques Financieres", Eyrolles:Alea-Saclay, 1998.