Title :
Admission control schemes for bursty multimedia traffic
Author :
Lee, Teck Kiong ; Zukerman, Moshe ; Addie, Ronald G.
Author_Institution :
Dept. of Electr. & Electron. Eng., Melbourne Univ., Vic., Australia
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
Keywords :
adaptive systems; asynchronous transfer mode; feedback; multimedia communication; packet switching; telecommunication congestion control; telecommunication networks; telecommunication services; telecommunication traffic; ATM; Gaussian model-based approach; QoS; adaptive feedback mechanism; aggregated traffic; available bandwidth; effective bandwidth model; efficiency; heterogeneous bursty multimedia traffic traces; histograms updating; measurement-based connection admission control; model-based CAC schemes; multiservice network; online measurements; simulation results; simulations; traffic histograms; traffic information; warming up period; Admission control; Bandwidth; Bit rate; Communication system traffic control; Electrical capacitance tomography; Histograms; Mathematics; Statistics; Telecommunication traffic; Traffic control;
Conference_Titel :
INFOCOM 2001. Twentieth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-7016-3
DOI :
10.1109/INFCOM.2001.916739