Title :
On the adaptive bandwidth provisioning schemes
Author :
Tran, Hung Tuan ; Ziegler, Thomas
Author_Institution :
Telecommun. Res. Center, Vienna, Austria
Abstract :
In this paper we first construct a common classification guideline for adaptive provisioning schemes by introducing the feature tree concept. Afterward, we propose QoS-aware provisioning schemes that combine the use of the Gaussian traffic model, traffic measurements, and traffic predictions. In parallel, we give an overview on the recent adaptive provisioning schemes. We perform extensive numerical and simulative investigations to show that our proposed QoS-aware schemes outperform some previously available ones from the aspect of efficiency. Moreover, we point out the practical tradeoff between using buffered and bufferless constraints in QoS-aware schemes.
Keywords :
Gaussian processes; bandwidth allocation; quality of service; telecommunication traffic; Gaussian traffic model; QoS-aware provisioning schemes; adaptive bandwidth provisioning schemes; feature tree concept; quality of service; traffic measurements; traffic predictions; Adaptive systems; Bandwidth; Classification tree analysis; Electronic mail; Guidelines; Monitoring; Predictive models; Telecommunication traffic; Traffic control; Virtual private networks;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312675