Title :
Efficient simulation of rare jitter probabilities in ATM switches
Author :
Akyamaç, Ahmet A. ; Townsend, J. Keith
Author_Institution :
Center for Adv. Comput. & Commun., North Carolina State Univ., Raleigh, NC, USA
Abstract :
The ATM Forum has defined two different types of cell delay variation (CDV) measures: the 1-Point CDV which is a measure of jitter, is typically specified for constant bit rate (CBR) sources and the 2-Point CDV, which can be specified for both CBR and variable bit rate (VBR) sources. We model the traffic using the ATM Forum standardized traffic descriptors and consider dispersion as a measure of jitter. The events associated with excessive jitter in ATM networks are typically rare (<10-6), hence Monte Carlo simulation is not feasible. We extend our previous work on remote delay quantiles for heterogeneous systems to generate efficient simulation techniques using importance sampling to estimate the 2-Point CDV for mixed CBR and VBR sources. Subsequently, we present a novel importance sampling simulation methodology to estimate the 1-Point CDV for CBR sources in the presence of background VBR traffic. For both cases, we observe from experimental results that the improvement in simulation efficiency is inversely proportional to the probability being estimated
Keywords :
asynchronous transfer mode; digital simulation; jitter; probability; signal sampling; telecommunication traffic; 1-Point CDV; 2-Point CDV; ATM Forum; ATM networks; ATM switches; CBR sources; background VBR traffic; cell delay variation; constant bit rate; dispersion; experimental results; heterogeneous systems; importance sampling; rare jitter probabilities; remote delay quantiles; simulation; simulation efficiency; standardized traffic descriptors; traffic modeling; Asynchronous transfer mode; Bit rate; Delay estimation; Dispersion; Electric variables measurement; Jitter; Monte Carlo methods; Switches; Tail; Telecommunication traffic; Traffic control;
Conference_Titel :
Global Telecommunications Conference, 1997. GLOBECOM '97., IEEE
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-4198-8
DOI :
10.1109/GLOCOM.1997.644400