Login

Diao, Yixin

Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning

Diao, Yixin - Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, ebook

126,95€

Ebook, PDF with Adobe DRM
ISBN: 9781119675440
DRM Restrictions

Printing120 pages with an additional page accrued every 7 hours, capped at 120 pages
Copy to clipboard5 excerpts

COMMUNICATION NETWORKS AND SERVICE MANAGEMENT IN THE ERA OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

Discover the impact that new technologies are having on communication systems with this up-to-date and one-stop resource

Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning delivers a comprehensive overview of the impact of artificial intelligence (AI) and machine learning (ML) on service and network management. Beginning with a fulsome description of ML and AI, the book moves on to discuss management models, architectures, and frameworks. The authors also explore how AI and ML can be used in service management functions like the generation of workload profiles, service provisioning, and more.

The book includes a handpicked selection of applications and case studies, as well as a treatment of emerging technologies the authors predict could have a significant impact on network and service management in the future. Statistical analysis and data mining are also discussed, particularly with respect to how they allow for an improvement of the management and security of IT systems and networks. Readers will also enjoy topics like:

  • A thorough introduction to network and service management, machine learning, andartificial intelligence
  • An exploration of artificial intelligence and machine learning for management models,including autonomic management, policy-based management, intent based­management, and network virtualization-based management
  • Discussions of AI and ML for architectures and frameworks, including cloud ­systems,software defined networks, 5G and 6G networks, and Edge/Fog networks
  • An examination of AI and ML for service management, including the automatic ­generation of workload profiles using unsupervised learning

Perfect for information and communications technology educators, Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning will also earn a place in the libraries of engineers and professionals who seek a structured reference on how the emergence of artificial intelligence and machine learning techniques is affecting service and network management.

Keywords: Communication Technology - Networks, Artificial Intelligence, Mobile & Wireless Communications, Communication Technology - Networks, Artificial Intelligence, Mobile & Wireless Communications

Editor
 
 
Publisher
John Wiley and Sons, Inc.
Publication year
2021
Language
en
Edition
1
Series
IEEE Press Series on Networks and Service Management
Page amount
400 pages
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9781119675440
Printed ISBN
9781119675501

Similar titles