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Stationary M/G/1 excursions in the presence of heavy tails

Published online by Cambridge University Press:  14 July 2016

Søren Asmussen*
Affiliation:
University of Lund
Claudia Klüppelberg*
Affiliation:
Johannes Gutenberg University
*
Postal address: Department of Mathematical Statistics, University of Lund, Box 118, S-221 00 Lund, Sweden.
∗∗Postal address: Department of Mathematics, Johannes Gutenberg University, D-55099 Mainz, Germany.

Abstract

It is shown that the stationary excursions above level x for the stationary M/G/1 queue with the service time distribution belonging to a certain class of subexponential distributions are asymptotically of two types as x →∞: either the excursion starts with a jump from a level which is O(1) and the initial excess over x converges to ∞, or it starts from a level of the form xO(1) and the excess has a proper limit distribution. The two types occur with probabilities ρ, resp. 1 – ρ.

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1997 

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References

[1] Abate, J., Choudhury, G. L. and Whitt, W. (1995) Exponential approximations for tail probabilities of queues. Operat. Res. 73, 885901.Google Scholar
[2] Abate, J., Choudhury, G. L. and Whitt, W. (1994) Asymptotics for steady-state tail probabilities in structured Markov queueing models. Stoch. Models 10, 99173.Google Scholar
[3] Embrechts, P., Goldie, C. M. and Veraverbeke, N. (1979) Subexponentiality and infinite divisibility. Z. Wahrscheinlichkeitsth. 49, 335347.Google Scholar
[4] Embrechts, P. and Veraverbeke, N. (1982) Estimates for the probability of ruin with special emphasis on the possibility of large claims. Insurance: Math. Econ. 1, 5572.Google Scholar
[5] Guillemin, F. M. and Mazumdar, R. R. (1995) Excursions of the workload process in G/GI/1 queues. Stoch. Proc. Appl. (to appear).Google Scholar
[6] Klüppelberg, C. (1988) Subexponential distributions and exponential tails. J. Appl. Prob. 25, 132141.Google Scholar
[7] Klüppelberg, C. (1989) Subexponential distributions and characterizations of related classes. Prob. Theory Rel. Fields 82, 259269.Google Scholar
[8] Klüppelberg, C. (1989) Estimation of ruin probabilities by means of hazard rates. Insurance: Math. Econ. 8, 279285.Google Scholar
[9] Neuts, M. F. (1988) Profile curves for the M/G/1 queue with group arrivals. Stoch. Models 4, 277298.Google Scholar
[10] Neuts, M. F. (1995) Personal communication.Google Scholar
[11] Pitman, J. W. (1995) Stationary excursions. Seminaire de Probabilites XII. (Lecture Notes in Mathematics 1247.) Springer, Berlin. pp 289302.Google Scholar
[12] Sigman, K. (1994) Stationary Marked Point Processes: An Intuitive Approach. Chapman and Hall, New York.Google Scholar
[13] Wolff, R. W. (1990) Stochastic Modeling and the Theory of Queues. Prentice-Hall, New York.Google Scholar