Towards cognitive autonomous networks : network management automation for 5G and beyond /
edited by Stephen S. Mwanje & Christian Mannweiler.
- Hoboken, NJ : Wiley, [2021].
- 1 online resource
Includes bibliographical references and index.
The Need for Cognitive Autonomy in Communication Networks / Stephen S Mwanje, Christian Mannweiler, Henning Sanneck -- Evolution of Mobile Communication Networks / Christian Mannweiler, Cinzia Sartori, Bernhard Wegmann, Hannu Flinck, Andreas Maeder, Jurgen Goerge, Rudolf Winkelmann -- Self-Organization in Pre-5G Communication Networks / Muhammad Naseer-ul-Islam, Janne Ali-Tolppa, Stephen S Mwanje, Guillaume Decarreau -- Modelling Cognitive Decision Making / Stephen S Mwanje, Henning Sanneck -- Classic Artificial Intelligence: Tools for Autonomous Reasoning / Stephen Mwanje, Marton Kajo, Benedek Schultz, Kimmo Hatonen, Ilaria Malanchini -- Machine Learning: Tools for End-to-End Cognition / Stephen Mwanje, Marton Kajo, Benedek Schultz -- Cognitive Autonomy for Network Configuration / Stephen S Mwanje, Rashid Mijumbi, Lars Christoph Schmelz -- Cognitive Autonomy for Network-Optimization / Stephen S Mwanje, Mohammad Naseer Ul-Islam, Qi Liao -- Cognitive Autonomy for Network Self-Healing / Janne Ali-Tolppa, Marton Kajo, Borislava Gajic, Ilaria Malanchini, Benedek Schultz, Qi Liao -- Cognitive Autonomy in Cross-Domain Network Analytics / Szabolcs Novalczki, Peter SzilŁgyi, Csaba Vulkn -- System Aspects for Cognitive Autonomous Networks / Stephen S Mwanje, Janne Ali-Tolppa, Ilaria Malanchini -- Towards Actualizing Network Autonomy / Stephen S Mwanje, Jorgen Goerge, Janne Ali-Tolppa, Kimmo Hatonen, Harald Bender, Csaba Rotter, Ilaria Malanchini, Henning Sanneck.
9781119586449 1119586445 9781119586401 1119586402
Mobile communication systems--Management.
Mobile communication systems--Data processing.
Artificial intelligence.
Artificial intelligence.
Electronic books.
TK5103.2
621.3845
Includes bibliographical references and index.
The Need for Cognitive Autonomy in Communication Networks / Stephen S Mwanje, Christian Mannweiler, Henning Sanneck -- Evolution of Mobile Communication Networks / Christian Mannweiler, Cinzia Sartori, Bernhard Wegmann, Hannu Flinck, Andreas Maeder, Jurgen Goerge, Rudolf Winkelmann -- Self-Organization in Pre-5G Communication Networks / Muhammad Naseer-ul-Islam, Janne Ali-Tolppa, Stephen S Mwanje, Guillaume Decarreau -- Modelling Cognitive Decision Making / Stephen S Mwanje, Henning Sanneck -- Classic Artificial Intelligence: Tools for Autonomous Reasoning / Stephen Mwanje, Marton Kajo, Benedek Schultz, Kimmo Hatonen, Ilaria Malanchini -- Machine Learning: Tools for End-to-End Cognition / Stephen Mwanje, Marton Kajo, Benedek Schultz -- Cognitive Autonomy for Network Configuration / Stephen S Mwanje, Rashid Mijumbi, Lars Christoph Schmelz -- Cognitive Autonomy for Network-Optimization / Stephen S Mwanje, Mohammad Naseer Ul-Islam, Qi Liao -- Cognitive Autonomy for Network Self-Healing / Janne Ali-Tolppa, Marton Kajo, Borislava Gajic, Ilaria Malanchini, Benedek Schultz, Qi Liao -- Cognitive Autonomy in Cross-Domain Network Analytics / Szabolcs Novalczki, Peter SzilŁgyi, Csaba Vulkn -- System Aspects for Cognitive Autonomous Networks / Stephen S Mwanje, Janne Ali-Tolppa, Ilaria Malanchini -- Towards Actualizing Network Autonomy / Stephen S Mwanje, Jorgen Goerge, Janne Ali-Tolppa, Kimmo Hatonen, Harald Bender, Csaba Rotter, Ilaria Malanchini, Henning Sanneck.
9781119586449 1119586445 9781119586401 1119586402
Mobile communication systems--Management.
Mobile communication systems--Data processing.
Artificial intelligence.
Artificial intelligence.
Electronic books.
TK5103.2
621.3845