Abstract
Superimposition of different traffic sources are modeled by a sum of fractional Brownian motions (with Hurst parameter varying in the whole range of (0,1)) and a supplementary part which can be random. In this setting, it is shown that the overflow probability is non-sensitive to this supplementary part. For the analysis of the fractional Brownian motions, new mathematical tools are provided.
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References
Arcones, M.A. (1995): On the Law of the Iterated Logarithm for Gaussian Processes. Journal of Theorical Probability, 8(4), 877–904.
Borovkhov, A.A. (1976): Stochastic Processes in Queuing Theory. Springer-Verlag.
Crovella, M., Bestavros, A. (1996): Self-similarity in World Wide Web Traffic: Evidence and Causes. In ACM Sigmetrics Conference on Measurement and Modeling of Computer Systems.
Decreusefond, L., Lavaud, N. (1996): Simulation of the Fractional Brownian Motion and Application to the Fluid Queue. In Proceedings of the ATNAC’96 Conference.
Decreusefond, L., Üstünel, A.S.: Stochastic Analysis of the Fractional Brownian Motion. To appear in Potential Analysis.
Decreusefond, L., Üstünel, S. (June 1995): The Benes Equation and Stochastic Calculus of Variations. Stochastic Processes and Their Applications, 57(2), 273–284.
Duffield, N.G., O’Connell, N. (1995): Large Deviations and Oerflow Probabilities for the General Single-Server Queue, with Applications. Mathematical Proceedings of the Cambridge Philosophical Society, 118:363–374.
Lebedev, N.N. (1975): Special Functions and their Applications. Dover Publication, INC.
Leiand, W.E., Taqqu, M.S., Willinger, W.W., Wilson, D.V. (1994): Ethernet TVaffic is Self-similar: Stochastic Modeling of Packet Traffic Data. IEEE/ACM Trans. Networking, 2(1), 1–15.
Mandelbrot, B., Van Ness, J. (1968): Fractional Brownian Motions, Fractional Noises and Applications. SIAM Review, 10(4), 422–437.
Nikiforov, A.F., Uvarov, V.B. (1988): Special Functions of Mathematical Physics. Birkhäuser.
Norros, I. (1994): A Storage Model with Self-similar Input. Queuing systems, 16(3,4), 387–396.
Norros, I. (1995): On the Use of the Fractional Brownian Motion in the Theory of Connectionless Networks. IEEE Journal on Sei. Areas in Telecommunication, 13, 953–963.
Nualart, D. (Preprint 1995): Analysis on Wiener Space and Anticipating Stochastic Calculus.
Nualart, D. (1995): The Malliavin Calculus and Related Topics. Probability and its Application. Springer-Verlag.
Nualart, D., Vives, J. (1988): Continuité absolue de la loi du maximum d’un processus continu. C. R. Acad. Sei. Paris, 307, 349–354.
Üstünel, A.S. (1995): An Introduction to Analysis on Wiener Space, volume 1610 of Lect. Notes in Math. Springer-Verlag.
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© 1997 Springer-Verlag London Limited
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Belly, S., Decreusefond, L. (1997). Multi-dimensional Fractional Brownian Motion and some Applications to Queueing Theory. In: Lévy Véhel, J., Lutton, E., Tricot, C. (eds) Fractals in Engineering. Springer, London. https://doi.org/10.1007/978-1-4471-0995-2_14
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DOI: https://doi.org/10.1007/978-1-4471-0995-2_14
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