Statistical Reconstruction of Largest Contributors to Network Traffic (Fisherman's Dilemma)

1/3/02


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Table of Contents

Statistical Reconstruction of Largest Contributors to Network Traffic (Fisherman's Dilemma)

Fisherman's Dilemma

Packet Samples

Fisherman's Formulation:

Mathematical Formulation

What's the difference?

PPT Slide

Statistical Game

Test underlying assumptions

What do we need?

How to select a Collection?

Minimal subsets

An answer:

Examples and Analysis

Exponential distribution

Confidence: exponential

Power Law

Confidence: power law

Weibull Distribution: F(x) = 1- e - x

Confidence: Weibull's

Acknowledgments:

Author: Valery Kanevsky

Email: vkanevsky@agilent.com

Home Page: http://www.caida.org/workshops/isma/0112/

Other information:
This talk was presented at the ISMA Workshop held at SDSC in December 2001.

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