DocumentCode
321700
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
Volume
1
fYear
1998
fDate
29 Mar-2 Apr 1998
Firstpage
339
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;
fLanguage
English
Publisher
ieee
Conference_Titel
INFOCOM '98. Seventeenth Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE
Conference_Location
San Francisco, CA
ISSN
0743-166X
Print_ISBN
0-7803-4383-2
Type
conf
DOI
10.1109/INFCOM.1998.659671
Filename
659671
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