Title :
Cell loss asymptotics in buffers fed with a large number of independent stationary sources
Author :
Likhanov, Nikolay ; Mazumdar, Ravi R.
Author_Institution :
Inst. of Problems of Inf. Transmission, Acad. of Sci., Moscow, Russia
fDate :
29 Mar-2 Apr 1998
Abstract :
We derive asymptotically exact expressions for buffer overflow probabilities and cell loss probabilities for a finite buffer which is fed by a large number of independent and stationary sources. The technique is based on scaling, measure change and local limit theorems and extends the results of Courcoubetis and Weber (see J. Appl. Prob., vol.33, no.3, p.886-903, 1996) on buffer overflow asymptotics. We discuss the cases when the buffers are of the same order as the transmission bandwidth as well as the case of bufferless multiplexers. Moreover we show that the results hold for a wide variety of traffic sources including on/off sources with heavy-tailed distributed on periods which are typical candidates for so-called “self-similar” inputs showing that the asymptotic cell loss probability behaves in much the same manner for such sources as for Markovian type of sources which has important implications for statistical multiplexing. The paper concludes with comparison of the theoretical results with simulations
Keywords :
asynchronous transfer mode; buffer storage; probability; queueing theory; telecommunication traffic; ATM; Markovian type sources; asymptotic cell loss probability; asymptotically exact expressions; broadband networks; buffer overflow asymptotics; buffer overflow probabilities; bufferless multiplexers; cell loss asymptotics; discrete-time model; finite capacity queues; heavy-tailed distribution; independent stationary sources; local limit theorems; measure change; on/off sources; scaling; self-similar inputs; simulations; statistical multiplexing; traffic sources; transmission bandwidth; Asynchronous transfer mode; Bandwidth; Buffer overflow; Delay; Multiplexing; Probability distribution; Quality of service; Switches; Telephony; Traffic control;
Conference_Titel :
INFOCOM '98. Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-4383-2
DOI :
10.1109/INFCOM.1998.659671