Title :
Measurement of ATM traffic on the cell, burst and activity level by traffic sampling
Author :
Grünenfelder, Reto ; Zubieta, Luis
Author_Institution :
Lab. de Telecommun., Ecole Polytech. Federale de Lausanne, Switzerland
Abstract :
The authors address the problem of measuring asynchronous transfer mode (ATM) traffic on the cell, burst and activity level. With the aid of a traffic sampling mechanism it is shown that efficient data can be collected. These data are then used to estimate the spectral density on each level. It is shown that a forward-backward least square spectral estimator with prefiltering gives an accurate estimation even at low frequencies and that the power spectral density at frequency zero and the load are the most dominant parameters for the queue length and hence also for loss
Keywords :
Markov processes; asynchronous transfer mode; least squares approximations; queueing theory; telecommunication traffic recording; ATM traffic measurement; MMPP; Markov modulated Poisson process; activity level; asynchronous transfer mode; burst level; cell level; cell loss; forward-backward least square spectral estimator; frequency zero; low frequencies; power spectral density; prefiltering; queue length; traffic sampling mechanism; Asynchronous transfer mode; Communication system traffic control; Frequency estimation; Performance evaluation; Resource management; Sampling methods; Switches; System testing; Time measurement; Traffic control;
Conference_Titel :
INFOCOM '92. Eleventh Annual Joint Conference of the IEEE Computer and Communications Societies, IEEE
Conference_Location :
Florence
Print_ISBN :
0-7803-0602-3
DOI :
10.1109/INFCOM.1992.263539