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

Other author Mwanje, Stephen S., editor.
Other author Mannweiler, Christian., editor.
Format Electronic
PublicationHoboken, NJ : Wiley, 2021.
Description1 online resource
Supplemental ContentEbook Central
Subjects
Mobile communication systems--Management.
Mobile communication systems--Data processing.
Artificial intelligence.

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.
Bibliography noteIncludes bibliographical references and index.
Source of descriptionOnline resource; title from PDF title page (Wiley Online Library, viewed June 25, 2021).
Issued in other formPrint version: Towards cognitive autonomous networks. Hoboken, NJ : Wiley, 2021 1119586380
Genre/formElectronic books.
ISBN9781119586449 (electronic bk. : oBook)
ISBN1119586445 (electronic bk. : oBook)
ISBN9781119586401 (electronic bk.)
ISBN1119586402 (electronic bk.)
ISBN9781119586425 (electronic bk.)
ISBN1119586429 (electronic bk.)

Availability

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Electronic Resources Access Content Online ✔ Available