Abstract
Let W=sup 0≤t<∞(X(t)−β t), where X is a spectrally positive Lévy process with expectation zero and 0<β<∞. One of the main results of the paper says that for such a process X, there exists a sequence of M/GI/1 queues for which stationary waiting times converge in distribution to W. The second result shows that condition (III) of Proposition 2 in the paper is not implied by all other conditions.
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References
Asmussen, S.: Applied Probability and Queues. Wiley, New York (1987)
Embrechts, P., Klüppelberg, C., Mikosch, T.: Modeling Extremal Events for Insurance and Finance. Springer, Berlin (1997)
Baxter, G., Donsker, M.D.: On the distribution and the supremum functional for processes with stationary independent increments. Trans. Am. Math. Soc. 85, 73–87 (1957)
Boxma, O.J., Cohen, J.W.: Heavy-traffic analysis for GI/G/1 queue with heavy-tailed distributions. Queueing Syst. 33, 177–204 (1999)
Bingham, N.H.: Fluctuation theory in continuous time. Adv. Appl. Probab. 7, 705–766 (1975)
Cohen, J.W.: The Single Server Queue. Wiley, New York (1969)
Czystołowski, M., Szczotka, W.: Tightness of stationary waiting times in Heavy Traffic for GI/GI/1 queues with thick tails. Probab. Math. Stat. 27(1), 109–123 (2007)
Feller, W.: An Introduction to Probability Theory and its Applications, vol. 2, 2nd edn. Wiley, New York (1971)
Harrison, J.M.: The supremum distribution of the Lévy process with no negative jumps. Adv. Appl. Probab. 9, 417–422 (1977)
Kella, O., Whitt, W.: Queues with server vacations and Lévy processes with secondary jump input. Ann. Appl. Prob. 1, 104–117 (1991)
Lebedev, N.N.: Special Functions and Their Applications. Dover, New York (1972)
Prokhorov, Yu.V.: Convergence of random processes and limit theorems in probability theory. Theory Probab. Appl. 1, 157–214 (1956)
Prokhorov, Yu.V.: The transitional phenomena in the queueing processes. I. Liet. Mat. Rink. 3(1), 199–204 (1963) (in Russian)
Pyke, R.: The supremum and infimum of the Poisson process. Ann. Math. Stat. 30(2), 568–576 (1959)
Resnick, S., Samorodnitsky, G.: A heavy traffic approximation for workload processes with heavy tailed service requirements. Manag. Sci. 46(9), 1236–1248 (2000)
Sato, R.: Basic results on Lévy processes. In: Barndorff-Nielsen, O.E., Mikosch, T., Resnik, S.I. (eds.): Lévy Processes, Theory and Applications. Birkhauser, Boston (2001)
Szczotka, W., Woyczyński, W.A.: Distributions of suprema of Lévy processes via heavy traffic invariance principle. Probab. Math. Stat. 23, 251–172 (2003)
Szczotka, W., Woyczyński, W.A.: Heavy tailed dependent queues in heavy traffic. Probab. Math. Stat. 24(1), 67–96 (2004)
Takács, L.: On the distribution of the supremum of stochastic processes with exchangeable increments. Trans. Am. Math. Soc. 119, 367–379 (1965)
Whitt, W.: Heavy traffic limit theorems for queues: a survey. In: Mathematical Methods in Queueing Theory, Proc. Conf. Western Michigan Univ., May 10–12, 1973. Lecture Notes in Econom. and Math. Systems, vol. 98, pp. 307–350. Springer, Berlin (1974)
Whitt, W.: Stochastic-Process Limits. An Introduction to Stochastic-Process Limits and Their Application to Queues. Springer, Berlin (2002)
Zolotarev, V.M.: The first passage time to a level and the behaviour at infinity of processes with independent increments. Theory Probab. Appl. 9, 653–661 (1964)
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M.Czystołowski was supported by KBN grant N201 020 32/0816.
W. Szczotka was supported by grant 2787/W/IM.
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Czystołowski, M., Szczotka, W. Queueing approximation of suprema of spectrally positive Lévy process. Queueing Syst 64, 305–323 (2010). https://doi.org/10.1007/s11134-009-9160-7
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DOI: https://doi.org/10.1007/s11134-009-9160-7
Keywords
- Lévy process
- Lévy measure
- Laplace–Stielties transform
- Queueing systems
- Heavy traffic
- Stationary waiting time
- Mittag-Leffler distribution