Network Tomography: Identifiability, Measurement Design, and Network State Inference

ISBN-13: 9781108421485 / Angielski / Twarda / 2021 / 330 str.

Ting He; Liang Ma; Ananthram Swami

Opis

A rigorous yet accessible treatment of the fundamental theory and algorithms of network tomography.

Spis treści

Introduction; 1. Preliminaries; 2. Fundamental conditions for additive network tomography; 3. Monitor placement for additive network tomography; 4. Measurement path construction for additive network tomography; 5. Fundamental conditions for Boolean network tomography; 6. Measurement design for Boolean network tomography; 7. Stochastic network tomography using unicast measurements; 8. Stochastic network tomography using multicast measurements; 9. Other applications and miscellaneous techniques; Appendix datasets for evaluations; Index.