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HEAVY TRAFFIC LIMITS VIA BROWNIAN EMBEDDINGS

Published online by Cambridge University Press:  19 September 2006

Erol A. Peköz
Affiliation:
Boston University School of Management, Boston, MA 02215, E-mail: pekoz@bu.edu
Jose Blanchet
Affiliation:
Harvard University, Statistics Department, Cambridge, MA 02138, E-mail: blanchet@stat.harvard.edu

Abstract

For the GI/GI/1 queue we show that the scaled queue size converges to reflected Brownian motion in a critical queue and converges to reflected Brownian motion with drift for a sequence of subcritical queuing models that approach a critical model. Instead of invoking the topological argument of the usual continuous-mapping approach, we give a probabilistic argument using Skorokhod embeddings in Brownian motion.

Type
Research Article
Copyright
© 2006 Cambridge University Press

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References

REFERENCES

Billingsley P. (1968). Convergence of probability measures. New York: Wiley.
Chen, H. & Yao, D.D. (2001). Fundamentals of queueing networks. Performance, asymptotics, and optimization. New York: Springer-Verlag.
Durrett, R. (2005). Probability: Theory and examples, 3rd ed. Belmont, CA: Duxbury Press.
Kingman, J.F.C. (1965) The heavy traffic approximation in the theory of queues. Proceedings Symposium on Congestion Theory (Chapel Hill, N.C., 1964), pp. 137169. Chapel Hill: University of North Carolina Press.
Obłój, J. (2004). The Skorokhod embedding problem and its offspring. Probability Surveys 1: 321390.Google Scholar
Robert, P. (2003). Stochastic networks and queues. Berlin: Springer-Verlag.
Rosenkrantz, W.A. (1980). On the accuracy of Kingman's heavy traffic approximation in the theory of queues. Zeitschrift für Wahrscheinlichkeitstheorie und Verwund Gebiete 51(1): 115121.Google Scholar
Skorokhod, A.V. (1965). Studies in the theory of random processes. Reading, MA: Addison-Wesley Publishing.
Whitt, W. (2002). Stochastic-process limits. An introduction to stochastic-process limits and their application to queues. New York: Springer-Verlag.