Towards Cognitive Autonomous Networks

Towards Cognitive Autonomous Networks
PDF
  • eBook:
    Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond
  • Author:
    Stephen S. Mwanje, Christian Mannweiler
  • Edition:
    1 edition
  • Categories:
  • Data:
    November 9, 2020
  • ISBN:
    1119586380
  • ISBN-13:
    9781119586388
  • Language:
    English
  • Pages:
    560 pages
  • Format:
    PDF

Book Description
Learn about the latest in cognitive and autonomous network management Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond delivers a comprehensive understanding of the current state-of-the-art in cognitive and autonomous network operation. Authors Mwanje and Bell fully describe today’s capabilities while explaining the future potential of these powerful technologies. This book advocates for autonomy in new 5G networks, arguing that the virtualization of network functions render autonomy an absolute necessity. Following that, the authors move on to comprehensively explain the background and history of large networks, and how we come to find ourselves in the place we’re in now. Towards Cognitive Autonomous Networks describes several novel techniques and applications of cognition and autonomy required for end-to-end cognition including:
  • Configuration of autonomous networks
  • Operation of autonomous networks
  • Optimization of autonomous networks
  • Self-healing autonomous networks
The book concludes with an examination of the extensive challenges facing completely autonomous networks now and in the future.

Content

1. The Need for Cognitive Autonomy in Communication Networks
2. Evolution of Mobile Communication Networks
3. Self-Organization in Pre-5G Communication Networks
4. Modelling Cognitive Decision Making
5. Classic Artificial Intelligence: Tools for Autonomous Reasoning
6. Machine Learning: Tools for End-to-End Cognition
7. Cognitive Autonomy for Network Configuration
8. Cognitive Autonomy for Network-Optimization
9. Cognitive Autonomy for Network Self-Healing
10. Cognitive Autonomy in Cross-Domain Network Analytics
11. System Aspects for Cognitive Autonomous Networks
12. Towards Actualizing Network Autonomy

Download Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond PDF or ePUB format free


Free sample

Download in .PDF format



Add comments
Прокомментировать
Введите код с картинки:*
Кликните на изображение чтобы обновить код, если он неразборчив
Copyright © 2019