Title :
Effective bandwidth of multiclass Markovian traffic sources and admission control with dynamic buffer partitioning
Author :
Cheng, Yu ; Zhuang, Weihua
Author_Institution :
Dept. of Electr. & Comput. Eng., Waterloo Univ., Ont., Canada
Abstract :
We investigate the statistical multiplexing and admission control for a partitioned buffer, where the traffic is generated by multiclass Markov-modulated fluid sources. Each of the sources has J (> 1) QoS classes at each state. The QoS is described by the packet loss probability for each class. The buffer is partitioned with J - 1 thresholds to provide the J loss priorities. In the asymptotic regime of large buffers and small loss probabilities, the effective bandwidth is defined and derived based on fluid model analysis and buffer partitioning optimization, which is the minimal channel capacity required to serve a multiclass Markovian source while guaranteeing the QoS requirements of all the classes. For heterogeneous multiclass Markovian sources, numerical studies demonstrate that the proposed effective bandwidth can be used for admission control in an additive way.
Keywords :
Markov processes; buffer storage; channel capacity; optimisation; packet switching; probability; quality of service; statistical analysis; telecommunication traffic; QoS classes; QoS requirements; admission control; buffer partitioning optimization; dynamic buffer partitioning; effective bandwidth; fluid model analysis; heterogeneous multiclass Markovian sources; loss priorities; minimal channel capacity; multiclass Markov-modulated fluid sources; multiclass Markovian traffic sources; packet loss probability; statistical multiplexing; Admission control; Bandwidth; Channel capacity; Fluid dynamics; IP networks; Probability; Quality of service; Telecommunication traffic; Traffic control; Web and internet services;
Conference_Titel :
Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE
Print_ISBN :
0-7803-7632-3
DOI :
10.1109/GLOCOM.2002.1189090