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1 - Preliminaries

Published online by Cambridge University Press:  25 May 2021

Ting He ,
Liang Ma ,
Ananthram Swami  and
Don Towsley
Ting He
Affiliation:
Pennsylvania State University
Liang Ma
Affiliation:
Dataminr, New York
Ananthram Swami
Affiliation:
CCDC Army Research Laboratory
Don Towsley
Affiliation:
University of Massachusetts, Amherst
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Summary

This chapter covers preliminary materials required to understand the presentation in the following chapters, including selected definitions from graph theory, linear algebra, and parameter estimation. We also introduce a classification of routing mechanisms based on the controllability of the routing of probes by monitors generating the probes, which will facilitate the discussion in the following chapters.

Keywords

graph theorygraph decompositionFisher information matrixCramér–Rao boundmaximum likelihood estimator
Type
Chapter
Information
Network Tomography
Identifiability, Measurement Design, and Network State Inference
 , pp. 3 - 9
Publisher: Cambridge University Press
Print publication year: 2021

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