Developing Networks using Artificial Intelligence

This book mainly discusses the most important issues in artificial intelligence-aided future networks, such as applying different ML approaches to investigate solutions to intelligently monitor, control and optimize networking. The authors focus on four scenarios of successfully applying machine lea...

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Bibliographic Details
Main Authors: Yao, Haipeng (Author), Jiang, Chunxiao (Author), Qian, Yi (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:Wireless Networks,
Subjects:
Wireless communication systems.
Mobile communication systems.
Artificial intelligence.
Computer networks .
Wireless and Mobile Communication.
Artificial Intelligence.
Computer Communication Networks.
Online Access:Full-text access
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Table of Contents:
  • Preface vii
  • Acknowledgements ix
  • Table of Contents xi
  • Chapter 1 Introduction 1
  • Chapter 2 Intelligence-Driven Networking Architecture 13
  • Chapter 3 Intelligent Network Awareness 31
  • Chapter 4 Intelligent Network Control 79
  • Chapter 5 Intelligent Network Resource Management 151
  • Chapter 6 Intention Based Networking Management 191
  • Chapter 7 Conclusions and Future Challenges 237
  • Index 241.

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