Title :
An approach towards resource management and transportation of VBR video traffic
Author :
Chiruvolu, Girish ; Sankar, Ravi
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA
Abstract :
This paper investigates the predictability of VBR video traffic which exhibits long-range dependence (LRD) based on the fractional ARIMA (1,d,0) model. We consider a novel predictor based dynamic bandwidth allocation for the short term resource management and study its queueing performance. This method is simple to implement and is demonstrated to provide superior performance over some existing methods. The performance results are presented
Keywords :
autoregressive moving average processes; queueing theory; resource allocation; telecommunication network management; telecommunication traffic; visual communication; VBR video traffic; fractional ARIMA (1,d,0) model; predictor based dynamic bandwidth allocation; queueing performance; resource management; Asynchronous transfer mode; Channel allocation; Encoding; Layout; Predictive models; Quality of service; Resource management; Telecommunication traffic; Traffic control; Transportation;
Conference_Titel :
Communications, 1997. ICC '97 Montreal, Towards the Knowledge Millennium. 1997 IEEE International Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
0-7803-3925-8
DOI :
10.1109/ICC.1997.605367
