Abstract
Where the full distribution of Q was uniquely characterized in Chapter 3, Chapter 8 considers the tail asymptotics of the stationary workload; interestingly, where the full distribution of Q was expressed in terms of a Laplace transform, the tail asymptotics allow explicit expressions. Distinguishing between Lévy processes with light and heavy upper tails (as well as an intermediate regime), functions f(⋅ ) are identified such that \(\mathbb{P}(Q > u)/f(u) \rightarrow 1\) as u → ∞ (these are so-called ‘exact asymptotics’). A variety of techniques are used, such as change-of-measure arguments, large deviations, and Tauberian inversion. These techniques also shed light on how high buffer levels are achieved.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abate, J., Whitt, W.: Asymptotics for M/G/1 low-priority waiting-time tail probabilities. Queueing Syst. 25, 173–223 (1997)
Asghari, N., Dębicki, K., Mandjes, M.: Exact tail asymptotics of the supremum attained by a Lévy process. Stat. Probab. Lett. 96, 180–184 (2015)
Asmussen, S.: Subexponential asymptotics for stochastic processes: extremal behavior, stationary distributions and first passage probabilities. Ann. Appl. Probab. 8, 354–374 (1998)
Asmussen, S.: Applied Probability and Queues, 2nd edn. Springer, New York (2003)
Bertoin, J., Doney, R.: Cramér’s estimate for Lévy processes. Stat. Probab. Lett. 21, 363–365 (1994)
Bingham, N., Doney, R.: Asymptotic properties of subcritical branching processes I: the Galton–Watson process. Adv. Appl. Probab. 6, 711–731 (1974)
Bingham, N., Goldie, C., Teugels, J.: Regular Variation. Cambridge University Press, Cambridge (1987)
Borovkov, A.: Stochastic Processes in Queueing Theory. Springer, New York (1976)
Cohen, J.: Some results on regular variation for distributions in queueing and fluctuation theory. J. Appl. Probab. 10, 343–353 (1973)
Cox, D., Smith, W.: Queues. Methuen, London (1961)
Dębicki, K., Es-Saghouani, A., Mandjes, M.: Transient asymptotics of Lévy-driven queues. J. Appl. Probab. 47, 109–129 (2010)
Dieker, T.: Applications of factorization embeddings for Lévy processes. Adv. Appl. Probab. 38, 768–791 (2006)
Furrer, H.: Risk Theory and Heavy-Tailed Lévy Processes. Ph.D. thesis, Eidgenössische Technische Hochschule, Zürich (1997). http://e-collection.ethbib.ethz.ch/eserv/eth:22556/eth-22556-02.pdf.
Klüppelberg, C., Kyprianou, A., Maller, R.: Ruin probabilities and overshoots for general Lévy insurance risk processes. Ann. Appl. Probab. 14, 1766–1801 (2004)
Kyprianou, A.: Introductory Lectures on Fluctuations of Lévy Processes with Applications. Springer, Berlin (2006)
Port, S.: Stable processes with drift on the line. Trans. Am. Math. Soc. 313, 805–841 (1989)
Zwart, B.: Queueing systems with Heavy Tails. Ph.D. thesis, Eindhoven University of Technology. http://alexandria.tue.nl/extra2/200112999.pdf. (2001)
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Dębicki, K., Mandjes, M. (2015). Stationary Workload Asymptotics. In: Queues and Lévy Fluctuation Theory. Universitext. Springer, Cham. https://doi.org/10.1007/978-3-319-20693-6_8
Download citation
DOI: https://doi.org/10.1007/978-3-319-20693-6_8
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-20692-9
Online ISBN: 978-3-319-20693-6
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)