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

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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:
Mobile communication systems > Data processing.
Mobile communication systems > Management.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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
  • 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
  • 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
  • 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
  • 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

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