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Towards cognitive autonomous networks : network management automation for 5G and beyond / edited by Stephen S. Mwanje & Christian Mannweiler.

Contributor(s): Mwanje, Stephen S | Mannweiler, Christian.
Material type: materialTypeLabelBookPublisher: Hoboken, NJ : Wiley, [2021]Description: 1 online resource.ISBN: 9781119586449; 1119586445; 9781119586401; 1119586402.Subject(s): Mobile communication systems -- Management | Mobile communication systems -- Data processing | Artificial intelligence | Artificial intelligenceGenre/Form: Electronic books.Additional physical formats: No titleDDC classification: 621.3845 Online resources: Wiley Online Library
Contents:
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.
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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.

Includes bibliographical references and index.

John Wiley and Sons Wiley Frontlist Obook All English 2020

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