论文信息 - Parameter estimation of switched Poisson process models for short- and long-range dependent traffic

Parameter estimation of switched Poisson process models for short- and long-range dependent traffic

This paper presents a technique for modeling and parameter estimation of short-range dependent (SRD) and long-range dependent (LED) multimedia traffic based on Markov-modulated and Pareto-modulated Poisson processes. The proposed technique uses samples of the traffic counting process to derive its IDC curve and probability density function for parameter matching of the long-range and short-range dependent traffic models. Simulation results on the accuracy of the proposed technique are also presented.

T. Le-Ngoc | S. Shah-Heydari | T. Le-Ngoc | S. Shah-Heydari

[1] P. Skelly,et al. A histogram-based model for video traffic behavior in an ATM multiplexer , 1993, TNET.

[2] Walter Willinger,et al. On the self-similar nature of Ethernet traffic , 1993, SIGCOMM '93.

[3] António Pacheco,et al. Multiscale Fitting Procedure Using Markov Modulated Poisson Processes , 2003, Telecommun. Syst..

[4] K. Meier-Hellstern. A fitting algorithm for Markov-modulated poisson processes having two arrival rates , 1987 .

[5] David M. Lucantoni,et al. A Markov Modulated Characterization of Packetized Voice and Data Traffic and Related Statistical Multiplexer Performance , 1986, IEEE J. Sel. Areas Commun..

[6] Dan Keun Sung,et al. Two-state MMPP modeling of ATM superposed traffic streams based on the characterization of correlated interarrival times , 1995, Proceedings of GLOBECOM '95.

[7] Tho Le-Ngoc,et al. MMPP models for multimedia traffic , 2000, Telecommun. Syst..

[8] Wolfgang Fischer,et al. The Markov-Modulated Poisson Process (MMPP) Cookbook , 1993, Perform. Evaluation.

[9] Tho Le-Ngoc,et al. A Pareto-modulated Poisson process (PMPP) model for long-range dependent traffic , 2000, Comput. Commun..

[10] Tho Le-Ngoc,et al. MMPP modeling of aggregated ATM traffic , 1998, Conference Proceedings. IEEE Canadian Conference on Electrical and Computer Engineering (Cat. No.98TH8341).