18 August 1999 CIPP: a versatile analytical model for VBR traffic in ATM networks
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Proceedings Volume 3841, Performance and Control of Network Systems III; (1999); doi: 10.1117/12.360362
Event: Photonics East '99, 1999, Boston, MA, United States
Abstract
Correlated Interarrival time Process (CIPP) has been proposed, for modeling both the composite arrival process of packets in broadband networks and the individual source modeling. The CIPP--a generalization of the Poisson process- - is a stationary counting process and is parameterized by a correlation parameter `p' which represents the degree of correlation in adjacent interarrivals in addition to `(lambda) ' the intensity of the process. In this paper, we present the performance modeling of VBR video traffic in ATM networks, using CIPP/M/1 queue. We first give the expressions for stationary distributions for CIPP/M/1 queue. The, we derive the queuing measures of interest. We simulate a queue with smoothed VBR video trace data as input (with exponential services) to compare with the theoretical measures derived above. Experimental results show that the CIPP/M/1 queue, models well with ATM multiplexer performance with the real world VBR video traffic input.
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R. Manivasakan, U. B. Desai, Abhay Karandikar, "CIPP: a versatile analytical model for VBR traffic in ATM networks", Proc. SPIE 3841, Performance and Control of Network Systems III, (18 August 1999); doi: 10.1117/12.360362; https://doi.org/10.1117/12.360362
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KEYWORDS
Video

Autoregressive models

Asynchronous transfer mode

Networks

Motion models

Systems modeling

Modulation

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