Towards Cognitive Autonomous Networks Network Management Automation for 5G and Beyond 1st Edition by Stephen Mwanje, Christian Mannweiler 1119586380 978-1119586388

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ISBN 10: 1119586380
ISBN 13: 978-1119586388
Author:  Stephen S. Mwanje, Christian Mannweiler

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 t

Towards Cognitive Autonomous Networks Network Management Automation for 5G and Beyond 1st Table of contents:

Chapter 1 – The Need for Cognitive Autonomy in Communication Networks (Pages: 1–28)
Stephen S. Mwanje, Christian Mannweiler, Henning Sanneck

Chapter 2 – Evolution of Mobile Communication Networks (Pages: 29–92)
Christian Mannweiler, Cinzia Sartori, Bernhard Wegmann, Hannu Flinck, Andreas Maeder, Jürgen Goerge, Rudolf Winkelmann

Chapter 3 – Self-Organization in Pre-5G Communication Networks (Pages: 93–143)
Muhammad Naseer-ul-Islam, Janne Ali-Tolppa, Stephen S. Mwanje, Guillaume Decarreau

Chapter 4 – Modelling Cognitive Decision Making (Pages: 145–172)
Stephen S. Mwanje, Henning Sanneck

Chapter 5 – Classic Artificial Intelligence: Tools for Autonomous Reasoning (Pages: 173–201)
Stephen Mwanje, Marton Kajo, Benedek Schultz, Kimmo Hatonen, Ilaria Malanchini

Chapter 6 – Machine Learning: Tools for End-to-End Cognition (Pages: 203–254)
Stephen Mwanje, Marton Kajo, Benedek Schultz

Chapter 7 – Cognitive Autonomy for Network Configuration (Pages: 255–300)
Stephen S. Mwanje, Rashid Mijumbi, Lars Christoph Schmelz

Chapter 8 – Cognitive Autonomy for Network Optimization (Pages: 301–343)
Stephen S. Mwanje, Mohammad Naseer Ul-Islam, Qi Liao

Chapter 9 – Cognitive Autonomy for Network Self-Healing (Pages: 345–384)
Janne Ali-Tolppa, Marton Kajo, Borislava Gajic, Ilaria Malanchini, Benedek Schultz, Qi Liao

Chapter 10 – Cognitive Autonomy in Cross-Domain Network Analytics (Pages: 385–418)
Szabolcs Nováczki, Péter Szilágyi, Csaba Vulkán

Chapter 11 – System Aspects for Cognitive Autonomous Networks (Pages: 419–468)
Stephen S. Mwanje, Janne Ali-Tolppa, Ilaria Malanchini

Chapter 12 – Towards Actualizing Network Autonomy (Pages: 469–515)

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