Fractal nature of internet traffic

Authors

  • Ricardo Lent facultad, univ, ciudad, pais
  • Peter Yanakawa Facultad de Ingeniería Eléctrica y Electrónica, Universidad Nacional de Ingeniería, Lima Perú

DOI:

https://doi.org/10.21754/tecnia.v9i1.410

Abstract

In this article we show the results of the analysis of 18 million Internet datagrams collected between April 1996 and June 1997 in one of the networks of the Peruvian Scientific Network. It is demonstrated that the flow of TCP/IP packets present an asymptotically Self-similar (fractal) nature analogous to that found in Ethernet local area networks [1] and that differs from that predicted by traditional traffic models based on Markov processes. and semi-Markov like Poisson.

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References

[1] W. Leland, "On the self-similar nature of ethernet traffic (extended version)". IEEE/ACM Transactions on Networking, vol. 2, pp. 1-15, Feb. 1994.

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[3] K. Claffy, "Internet traffic caracterization" PhD dissertation, University of California, San Diego, Department of Computer Science, 1994.

[4] Raj Jain, Shawn A. Routhier, "Packet trains - measurements and a new model for computer network traffic", IEEE Journal on Selected Areas in Communications, vol. SAC-4, pp. 986-995, Sep. 1986.

[5] V. Paxson, "Empirically derived analytic models of wide-area tcp connections" IEEE/ACM Transactions on Networking, vol. 2, pp. 316-336. Aug. 1994.

[6] V. Jacobson, C. Leres, S. McCanne, "Tepdump" Disponible en ftp://ftp.ee.lbl.gov.

[7] R. Alexander, "Monitoring, analysis and simulation of packed switched network traffic" Master's thesis, Auckland University, jan 1995.

[8] William Stalling, "High-Speed Networks: TCP/IP and ATM Design Principles", Prentice Hall, ISBN 0-13-525965-7, 1998.

[9] P. Morin, ¨"The impact of self-similarity on network performance analysis" tech, rep., Carleton University, 1995.

[10] J, Beran, "Long-range dependence in variable-bit-rate video traffic" IEEE Transactions on Communications, vol. 43, pp. 1566-1579, feb/mar/apr 1995.

Published

1998-06-01

How to Cite

[1]
R. Lent and P. Yanakawa, “Fractal nature of internet traffic”, TECNIA, vol. 9, no. 1, Jun. 1998.

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