Admission control schemes for bursty multimedia traffic

T. K. Lee, M. Zukerman, R. G. Addie

Research output: Journal Publications and ReviewsRGC 22 - Publication in policy or professional journal

14 Citations (Scopus)

Abstract

We introduce a new framework for various Measurement-based Connection Admission Control (MBCAC) schemes for a multiservice network. Then, using heterogeneous bursty multimedia traffic traces, efficiency and simplicity tradeoffs are obtained by simulations. For all our MBCAC schemes, we use a procedure of 'Available bandwidth' evaluation based on online measurements and an adaptive feedback mechanism. The online measurement concept is based on the use of different 'Traffic histograms' that maintain records of the aggregated traffic in a link over a range of time-scales. The most complex MBCAC scheme involves measuring and then storing of all traffic information for every connection, the use of a 'Warming up period' technique, and updating the histograms when a connection departs. However, for the other simpler MBCAC schemes, various aspects of the most complex scheme are eliminated or simplified. We also consider two model-based CAC schemes, i.e., Gaussian and Effective Bandwidth, where a priori statistical knowledge of the connections are known in advance. Given that the traffic is known beforehand, the performance of such schemes will be better than if the statistics are not exactly known. A comparison between such model-based CAC schemes with our MBCAC schemes provides a benchmark that gives the best efficiency and QoS a model-based CAC may achieve. Simulation results demonstrate that while the best efficiency achievable by the model-based gives efficiency of 80%, the most complex MBCAC schemes achieved 81% efficiency, and the simplest MBCAC schemes obtained 76% value.
Original languageEnglish
Pages (from-to)478-487
JournalProceedings - IEEE INFOCOM
Volume1
DOIs
Publication statusPublished - 2001
Externally publishedYes
Event20th Annual Joint Conference on the IEEE Computer and Communications Societies (IEEE INFOCOM 2001) - Anchorage, AK, United States
Duration: 22 Apr 200126 Apr 2001

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