Impact of time-scales on the modeling and characterization of network traffic

3/19/03


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Table of Contents

Impact of time-scales on the modeling and characterization of network traffic

Overview

Traffic patterns

Traffic patterns: “Star Wars” trace

Self-similar traffic patterns

Influence of time-scales

Influence of time-scales

Simulations

ns-2 network simulator

Simple simulation scenario

Complex simulation scenario

Packet loss rates: mixed UDP and TCP sources

Comparison of queuing mechanisms

Per-flow load, throughput, and loss

Per-flow load, throughput, and loss

Wavelet analysis

Wavelet-based Hurst parameter estimator

Abry-Veitch estimator

PPT Slide

PPT Slide

Wavelet analysis of packet loss

PPT Slide

Analysis of packet loss on multiple time-scales

Packet loss and time-scales

Concluding remarks

Collaborators

References: on traffic

References: on traffic

References: on packet loss

References: on queuing schemes

References: on fractal estimators

Author: Ljiljana Trajkovic

Email: ljilja@cs.sfu.ca

Home Page: http://www.ensc.sfu.ca/research/cnl/