Admission control schemes for bursty multimedia traffic

Paper

Lee, Teck Kiong, Zukerman, Moshe and Addie, Ronald G.. 2001. "Admission control schemes for bursty multimedia traffic." Cruz, R. and Pacifici, G. (ed.) 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001). Anchorage, United States 22 - 26 Apr 2001 Piscataway, NJ. United States. https://doi.org/10.1109/INFCOM.2001.916739
Paper/Presentation Title

Admission control schemes for bursty multimedia traffic

Presentation TypePaper
AuthorsLee, Teck Kiong (Author), Zukerman, Moshe (Author) and Addie, Ronald G. (Author)
EditorsCruz, R. and Pacifici, G.
Journal or Proceedings TitleProceedings of the 20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001)
Journal Citation1, pp. 478-487
Number of Pages10
Year2001
Place of PublicationPiscataway, NJ. United States
ISBN0780370163
Digital Object Identifier (DOI)https://doi.org/10.1109/INFCOM.2001.916739
Web Address (URL) of Paperhttp://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=916739
Conference/Event20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001)
Event Details
20th Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM 2001)
Event Date
22 to end of 26 Apr 2001
Event Location
Anchorage, United States
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.

Keywordsbandwidth; computer simulation; congestion control (communication); mathematical models; multimedia systems; quality of service; statistical methods; telecommunication traffic
ANZSRC Field of Research 2020490510. Stochastic analysis and modelling
490302. Numerical analysis
400604. Network engineering
Public Notes

© 2001 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Byline AffiliationsUniversity of Melbourne
Department of Mathematics and Computing
Institution of OriginUniversity of Southern Queensland
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