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Modeling the short-term dynamics of packet losses

Published: 01 December 2006 Publication History
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  • Abstract

    Packet loss models play an essential role in computer networks analysis. Performance evaluation studies often abstract the loss and delay characteristics of a path or network with a single end-to-end analytical model. This model should be able to represent the characteristics of the path and accurately reproduce the impact of delay and losses on the studied protocol while keeping complexity low.

    References

    [1]
    J. C. Bolot, S. F. Parisis, and D. F. Towsley. Adaptive FEC-based error control for Internet telephony. In Proceedings of the IEEE INFOCOM, pages 1453--1460, March 1999.
    [2]
    A. P. Dempster, N. M. Laird, and D. B. Rubin. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, 39:1--38, 1977.
    [3]
    F. P. Duarte, E. A. de Souza e Silva, and D. F. Towsley. An adaptive FEC algorithm using hidden Markov chains. SIGMETRICS Performance Evaluation Review, 31(2):11--13, September 2003.
    [4]
    M. Karol, P. Krishnan, and J. J. Li. Rapid fault detection and recovery for IP telephony. In Proceedings of IEEE ICC, volume 3, pages 1478--1483, March 2004.
    [5]
    L. R. Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77(2):257--285, February 1989.
    [6]
    T. S. Rappaport. Wireless Communications: Principle and Practice. Prentice Hall, 2001.
    [7]
    K. Salamatian and S. Vaton. Hidden Markov modeling for network communication channels. In Proceedings of the ACM SIGMETRICS, pages 92--101, June 2001.
    [8]
    F. Silveira and E. de Souza e Silva. A method for predicting packet losses with applications to continuous media streaming. In Proceedings of the Brazilian Symposium on Computer Networks (SBRC), June 2006.
    [9]
    F. Silveira, E. H. Watanabe, and E. de Souza e Silva. Adaptive forward error correction for interactive streaming over the Internet. In Proceedings of the IEEE GLOBECOM, November 2006.
    [10]
    S. Tao and R. Guerin. On-line estimation of Internet path performance: an application perspective. In Proceedings of IEEE INFOCOM, volume 3, pages 1774--1785, March 2004.
    [11]
    S. Tao, K. Xu, A. Estepa, T. Fei, L. Gao, R. Guerin, J. F. Kurose, D. F. Towsley, and Z. Zhang. Improving VoIP quality through path switching. In Proceedings of IEEE INFOCOM, volume 4, pages 2268--2278, March 2005.
    [12]
    M. Yajnik, S. B. Moon, J. F. Kurose, and D. F. Towsley. Measurement and modeling of the temporal dependence in packet loss. In Proceedings of the IEEE INFOCOM, pages 345--352, March 1999.
    [13]
    Y. Zhang, V. Paxson, and S. Shenker. The stationarity of Internet path properties: routing, loss, and throughput. Technical report, ACIRI, May 2000.

    Cited By

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    • (2012)Predicting packet loss statistics with hidden Markov models for FEC controlComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2011.10.00956:2(628-641)Online publication date: 1-Feb-2012
    • (2011)Performance Analysis for End-to-End Channel System with Lossy Communication of Multi-Hop Wireless Networks2011 IEEE International Conference on Communications (ICC)10.1109/icc.2011.5963074(1-5)Online publication date: Jun-2011
    • (2011)Performance analysis for (X,S)-bottleneck cell in large-scale wireless networksInformation Processing Letters10.1016/j.ipl.2010.12.004111:6(269-277)Online publication date: 1-Feb-2011
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    Published In

    cover image ACM SIGMETRICS Performance Evaluation Review
    ACM SIGMETRICS Performance Evaluation Review  Volume 34, Issue 3
    December 2006
    62 pages
    ISSN:0163-5999
    DOI:10.1145/1215956
    Issue’s Table of Contents

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 01 December 2006
    Published in SIGMETRICS Volume 34, Issue 3

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    • (2012)Predicting packet loss statistics with hidden Markov models for FEC controlComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2011.10.00956:2(628-641)Online publication date: 1-Feb-2012
    • (2011)Performance Analysis for End-to-End Channel System with Lossy Communication of Multi-Hop Wireless Networks2011 IEEE International Conference on Communications (ICC)10.1109/icc.2011.5963074(1-5)Online publication date: Jun-2011
    • (2011)Performance analysis for (X,S)-bottleneck cell in large-scale wireless networksInformation Processing Letters10.1016/j.ipl.2010.12.004111:6(269-277)Online publication date: 1-Feb-2011
    • (2010)Forecasting oil price trends using wavelets and hidden Markov modelsEnergy Economics10.1016/j.eneco.2010.08.00632:6(1507-1519)Online publication date: Nov-2010
    • (2009)An analytical model for end-to-end communication channel over PLCN based on QBDsInformation Processing Letters10.1016/j.ipl.2009.09.009109:23-24(1252-1259)Online publication date: 1-Nov-2009
    • (2008)Quality assessment of interactive voice applicationsComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2008.01.00252:6(1179-1192)Online publication date: 1-Apr-2008

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