Title :
Adaptive estimation of effective bandwidth in ATM networks
Author_Institution :
Dept. of Statistics, Macquarie Univ., North Ryde, NSW, Australia
Abstract :
In the last half decade or so the effective bandwidth (or rate) has emerged as a potentially valuable congestion measure in high speed communication networks. However it depends on unknown statistics of the traffic process and so there is a need to estimate it and related quality of service statistics in real time. We develop a fully adaptive procedure and discuss its convergence and performance
Keywords :
adaptive estimation; asynchronous transfer mode; autoregressive processes; telecommunication networks; telecommunication traffic; ATM networks; adaptive estimation; congestion measure; convergence; effective bandwidth; high speed communication networks; quality of service statistics; traffic process; unknown statistic; Adaptive estimation; Asynchronous transfer mode; Bandwidth; Intelligent networks; Packet switching; Quality of service; Statistics; Switches; Telecommunication traffic; Traffic control;
Conference_Titel :
Decision and Control, 1996., Proceedings of the 35th IEEE Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-3590-2
DOI :
10.1109/CDC.1996.574315
