Buffer content of a leaky-bucket system with long-range dependent input traffic
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Published:2003-09
Issue:03
Volume:40
Page:581-601
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ISSN:0021-9002
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Container-title:Journal of Applied Probability
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language:en
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Short-container-title:J. Appl. Probab.
Author:
González-Arévalo Bárbara,Samorodnitsky Gennady
Abstract
The leaky bucket is a flow control mechanism that is designed to reduce the effect of the inevitable variability in the input stream into a node of a communication network. In this paper we study what happens when an input stream with heavy-tailed work sessions arrives to a server protected by such a leaky bucket. Heavy-tailed sessions produce long-range dependence in the input stream. Previous studies of single server fluid queues without flow control suggested that such long-range dependence can have a dramatic effect on the system performance. By concentrating on the expected time till overflow of a large finite buffer we show that leaky-bucket flow control does make the system overflow less often, but long-range dependence still makes its presence felt.
Publisher
Cambridge University Press (CUP)
Subject
Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability