Markovian Modeling of Real Data Traffic: Heuristic Phase Type and MAP Fitting of Heavy Tailed and Fractal Like Samples

Author:

Horváth András,Telek Miklós

Publisher

Springer Berlin Heidelberg

Reference51 articles.

1. A. T. Andersen and B. F. Nielsen. A markovian approach for modeling packet traffic with long-range dependence. IEEE Journal on Selected Areas in Communications, 16(5):719–732, 1998.

2. S. Asmussen and O. Nerman. Fitting Phase-type distributions via the EM algorithm. In Proceedings: “Symposium i Advent Statistik”, pages 335–346, Copenhagen, 1991.

3. J. Beran. Statistics for long-memory processes. Chapman and Hall, New York, 1994.

4. A. W. Berger. On the index of dispersion for counts for user demand modeling. In ITU, Madrid, Spain, June 1994. Study Group 2, Question 17/2.

5. A. Bobbio, A. Horváth, M. Scarpa, and M. Telek. Acyclic discrete phase type distributions: Properties and a parameter estimation algorithm. submitted to Performance Evaluation, 2000.

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