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Towards Cognitive Autonomous Networks Network Management Automation for 5G and Beyond.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mwanje, Stephen S.
Otros Autores: Mannweiler, Christian
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : John Wiley & Sons, Incorporated, 2020.
Temas:
Acceso en línea:Texto completo

MARC

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049 |a UAMI 
100 1 |a Mwanje, Stephen S. 
245 1 0 |a Towards Cognitive Autonomous Networks  |h [electronic resource] :  |b Network Management Automation for 5G and Beyond. 
260 |a Newark :  |b John Wiley & Sons, Incorporated,  |c 2020. 
300 |a 1 online resource (563 p.) 
500 |a Description based upon print version of record. 
505 0 |a Cover -- Title Page -- Copyright -- Contents -- List of Contributors -- Foreword I -- Foreword II -- Preface -- Chapter 1 The Need for Cognitive Autonomy in Communication Networks -- 1.1 Complexity in Communication Networks -- 1.1.1 The Network as a Graph -- 1.1.2 Planes, Layers, and Cross-Functional Design -- 1.1.3 New Network Technology -- 5G -- 1.1.4 Processes, Algorithms, and Automation -- 1.1.5 Network State Changes and Transitions -- 1.1.6 Multi-RAT Deployments -- 1.2 Cognition in Network Management Automation -- 1.2.1 Business, Service and Network Management Systems 
505 8 |a 1.2.2 The FCAPS Framework -- 1.2.3 Classes/Areas of NMA Use Cases -- 1.2.4 SON -- The First Generation of NMA in Mobile Networks -- 1.2.5 Cognitive Network Management -- Second Generation NMA -- 1.2.6 The Promise of Cognitive Autonomy -- 1.3 Taxonomy for Cognitive Autonomous Networks -- 1.3.1 Automation, Autonomy, Self-Organization, and Cognition -- 1.3.2 Data Analytics, Machine Learning, and AI -- 1.3.3 Network Autonomous Capabilities -- 1.3.4 Levels of Network Automation -- 1.3.5 Content Outline -- 1.3.5.1 Requirements Analysis -- 1.3.5.2 Foundations -- 1.3.5.3 Recent Cognitive Solutions 
505 8 |a 1.3.5.4 Motivating the Future -- References -- Chapter 2 Evolution of Mobile Communication Networks -- 2.1 Voice and Low-Volume Data Communications -- 2.1.1 Service Evolution -- From Voice to Mobile Internet -- 2.1.2 2G and 3G System Architecture -- 2.1.3 GERAN -- 2G RAN -- 2.1.4 UTRAN -- 3G RAN -- 2.2 Mobile Broadband Communications -- 2.2.1 Mobile Broadband Services and System Requirements -- 2.2.2 4G System Architecture -- 2.2.3 E-UTRAN -- 4G RAN -- 2.3 Network Evolution -- Towards Cloud-Native Networks -- 2.3.1 System-Level Technology Enablers 
505 8 |a 2.3.2 Challenges and Constraints Towards Cloud-Native Networks -- 2.3.3 Implementation Aspects of Cloud-Native Networks -- 2.4 Multi-Service Mobile Communications -- 2.4.1 Multi-Tenant Networks for Vertical Industries -- 2.4.2 5G System Architecture -- 2.4.3 Service-Based Architecture in the 5G Core -- 2.4.4 5G RAN -- 2.4.5 5G New Radio -- 2.4.6 5G Mobile Network Deployment Options -- 2.5 Evolution of Transport Networks -- 2.5.1 Architecture of Transport Networks -- 2.5.2 Transport Network Technologies -- 2.6 Management of Communication Networks -- 2.6.1 Basic Principles of Network Management 
505 8 |a 2.6.2 Network Management Architectures -- 2.6.2.1 Legacy 3GPP Management Integration Architecture -- 2.6.2.2 Service-Based Architecture in Network Management -- 2.6.3 The Role of Information Models in Network Management -- 2.6.4 Dimensions of Describing Interfaces -- 2.6.4.1 Dimension 1: Hierarchy of the Management Function -- 2.6.4.2 Dimension 2: Levels of Abstraction -- 2.6.4.3 Dimension 3: Layers in Communication -- 2.6.4.4 Dimension 4: Meta Data -- 2.6.5 Network Information Models -- 2.6.5.1 Model of the Dynamic Behaviour -- 2.6.5.2 Format of the Data -- 2.6.5.3 Semantical Part of the Model 
500 |a 2.6.6 Limitations of Common Information Models. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Mobile communication systems  |x Data processing. 
650 0 |a Mobile communication systems  |x Management. 
700 1 |a Mannweiler, Christian. 
758 |i has work:  |a Towards cognitive autonomous networks (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCG6DBYw7GgPvtxrrtmqQpX  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Mwanje, Stephen S.  |t Towards Cognitive Autonomous Networks : Network Management Automation for 5G and Beyond  |d Newark : John Wiley & Sons, Incorporated,c2020  |z 9781119586388 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6367995  |z Texto completo 
938 |a ProQuest Ebook Central  |b EBLB  |n EBL6367995 
994 |a 92  |b IZTAP