Fractal nature of internet traffic
DOI:
https://doi.org/10.21754/tecnia.v9i1.410Abstract
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.
Downloads
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.
[2] V. Paxson, "Growth trends in wide-area tcp connections" tech. rep., Lawrence Berkeley Laboratory, University of California, May 1994.
[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.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 1998 TECNIA
This work is licensed under a Creative Commons Attribution 4.0 International License.