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Network Tomography: Identifiability, Measurement Design, and Network State
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Network Tomography: Identifiability, Measurement Design, and Network State Inference Hardcover - 2021

by Ting He; Liang Ma; Ananthram Swami


From the publisher

Providing the first truly comprehensive overview of Network Tomography - a novel network monitoring approach that makes use of inference techniques to reconstruct the internal network state from external vantage points - this rigorous yet accessible treatment of the fundamental theory and algorithms of network tomography covers the most prominent results demonstrated on real-world data, including identifiability conditions, measurement design algorithms, and network state inference algorithms, alongside practical tools for applying these techniques to real-world network management. It describes the main types of mathematical problems, along with their solutions and properties, and emphasizes the actions that can be taken to improve the accuracy of network tomography. With proofs and derivations introduced in an accessible language for easy understanding, this is an essential resource for professional engineers, academic researchers, and graduate students in network management and network science.

Details

  • Title Network Tomography: Identifiability, Measurement Design, and Network State Inference
  • Author Ting He; Liang Ma; Ananthram Swami
  • Binding Hardcover
  • Pages 330
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press
  • Date 2021-05-27
  • ISBN 9781108421485 / 1108421482
  • Weight 1.3 lbs (0.59 kg)
  • Dimensions 9.61 x 6.69 x 0.56 in (24.41 x 16.99 x 1.42 cm)
  • Library of Congress subjects Computer networks - Monitoring
  • Library of Congress Catalog Number 2021000836
  • Dewey Decimal Code 004.6
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Network Tomography

Network Tomography

by He, Ting; Ma, Liang; Swami, Ananthram

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Network Tomography
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Network Tomography

by Ting He

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Network Tomography: Identifiability, Measurement Design, and Network State Inference
Stock Photo: Cover May Be Different

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

by Ting He

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ISBN 10 / ISBN 13
9781108421485 / 1108421482
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Hardback. New. Provides rigorous yet accessible coverage of the fundamental theory and algorithms, as well as tools for applying techniques. Covering identifiability conditions, measurement design algorithms, and network state inference algorithms, it is an essential resource for professionals, researchers, and graduate students working in the field.
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Network Tomography: Identifiability, Measurement Design, and Network State Inference
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Network Tomography: Identifiability, Measurement Design, and Network State Inference

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ISBN 10 / ISBN 13
9781108421485 / 1108421482
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NETWORK TOMOGRAPHY IDENTIFIABILITY, MEASUREMENT DESIGN, & NETWORK STATE INFERENCE 2021
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NETWORK TOMOGRAPHY IDENTIFIABILITY, MEASUREMENT DESIGN, & NETWORK STATE INFERENCE 2021

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