5G Networks: Planning, Design and Optimization presents practical methods and algorithms for the design of 5G Networks covering issues ranging from network resilience to how Big Data analytics can be used in network design optimization. The book addresses 5G optimization issues that are data driven, high dimensional and clustered. The reader will learn: 5G concepts and how they are linked and affect the operation of a 5G networkThe network topology from a transport and cloud perspectiveThe Large economic effects of scale and service diversity, which give optimal design and operation strategies an enormous incentiveThe multi-objective character of enforcing QoS and to saving costAlgorithms for network design and network optimizationMethods for performance analytics and network control 5G Networks: Planning, Design and Optimization will be an invaluable resource for telecom operators and service providers, university researchers and graduate students and, planning consultants who want practical methods for optimizing a network that has the potential to make large cost savings. Description of 5G at a network level, including the economic aspects of operating a networkAlgorithms for practical design and optimization problems related to 5G based on trial projectsEfficient Bayesian methods for network analyticsDiscussion on traffic measurement and QoS supervision and SLA enforcement INDICE: 1. Concepts and Architectures in 5G 2. Clustering Techniques 3. Facility Location and Assignment 4. Network Access 5. Resilience and Optimal Routing 6. Datacenters and Clouds 7. Self-Similar and Long-Range Dependent Traffic 8. Analytics and Big Data in 5G 9. Network and Service Control 10. Network Slicing
- ISBN: 978-0-12-812707-0
- Editorial: Academic Press
- Encuadernacion: Rústica
- Páginas: 475
- Fecha Publicación: 01/08/2018
- Nº Volúmenes: 1
- Idioma: Inglés