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Selected Publications on Analytical Performance Evaluation

A Network Service Curve Approach for the Stochastic Analysis of Networks
Citation key CBL-NSCAFTSAN-05
Author Ciucu, Florin and Burchard, Almut and Liebeherr, Jorg
Title of Book Proceedings of ACM SIGMETRICS 2005
Pages 279–290
Year 2005
ISBN 1-59593-022-1
ISSN 0163-5999
DOI http://dx.doi.org/10.1145/1064212.1064251
Location Banff, Alberta, Canada
Address New York, NY, USA
Month June
Note Special Issue of ACM SIGMETRICS Performance Evaluation Review 33(1)
Publisher ACM
Abstract The stochastic network calculus is an evolving new methodology for backlog and delay analysis of networks that can account for statistical multiplexing gain. This paper advances the stochastic network calculus by deriving a network service curve, which expresses the service given to a flow by the network as a whole in terms of a probabilistic bound. The presented network service curve permits the calculation of statistical end-to-end delay and backlog bounds for broad classes of arrival and service distributions. The benefits of the derived service curve are illustrated for the exponentially bounded burstiness (EBB) traffic model. It is shown that end-to-end performance measures computed with a network service curve are bounded by O(Hlog H), where H is the number of nodes traversed by a flow. Using currently available techniques that compute end-to-end bounds by adding single node results, the corresponding performance measures are bounded by O(H3).
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