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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Detaylı Bibliyografya
Asıl Yazarlar: Yao, Haipeng (Yazar), Jiang, Chunxiao (Yazar), Qian, Yi (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edisyon:1st ed. 2019.
Seri Bilgileri:Wireless Networks,
Konular:
Wireless communication systems.
Mobile communication systems.
Artificial intelligence.
Computer networks .
Wireless and Mobile Communication.
Artificial Intelligence.
Computer Communication Networks.
Online Erişim:Full-text access
OPAC'ta görüntüle
İçindekiler:
  • 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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