Developing Networks using Artificial Intelligence

• Κύριοι συγγραφείς: Yao, Haipeng (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Jiang, Chunxiao (http://id.loc.gov/vocabulary/relators/aut), Qian, Yi (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Wireless Networks,
• Θέματα: Wireless communication systems.; Mobile communication systems.; Artificial intelligence.; Computer communication systems.; Wireless and Mobile Communication.; Artificial Intelligence.; Computer Communication Networks.

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...

Πίνακας περιεχομένων:

• 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.