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 used in network design optimization. The book addresses 5G optimization issues that are data driven, high dimensional and clustered.
The reader will learn:
This book will be an invaluable resource for telecom operators and service providers, university researchers, graduate students and network planners interested in practical methods for optimizing networks for large performance improvements and cost savings.
Christofer Larsson works as an independent researcher and consultant in network design traffic engineering, network performance evaluation and optimization.
1. Cover image - p. iv 2. Title page - p. iv 3. Table of Contents - p. iv 4. Copyright - p. iv 5. Dedication - p. v 6. Preface - p. xv 7. Chapter 1: Concepts and Architectures in 5G - p. xvi 8. Chapter 2: Network Modeling and Analysis - p. 15 9. Chapter 3: Network Science - p. 35 10. Chapter 4: Self-Similarity, Fractality, and Chaos - p. 66 11. Chapter 5: Optimization Techniques - p. 102 12. Chapter 6: Clustering - p. 122 13. Chapter 7: Bayesian Analysis - p. 141 14. Chapter 8: Data Centers and Clouds - p. 160 15. Chapter 9: Access Networks - p. 201 16. Chapter 10: Robust Backbone Design - p. 222 17. Chapter 11: Traffic Engineering - p. 254 18. Chapter 12: Methods of Big Data Analytics - p. 283 19. Chapter 13: Dynamic Resource Management - p. 322 20. Chapter 14: The Internet of Things - p. 348 21. Bibliography - p. 387 22. Index - p. 395
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 used in network design optimization. The book addresses 5G optimization issues that are data driven, high dimensional and clustered.
The reader will learn:
This book will be an invaluable resource for telecom operators and service providers, university researchers, graduate students and network planners interested in practical methods for optimizing networks for large performance improvements and cost savings.
Christofer Larsson works as an independent researcher and consultant in network design traffic engineering, network performance evaluation and optimization.
1. Cover image - p. iv 2. Title page - p. iv 3. Table of Contents - p. iv 4. Copyright - p. iv 5. Dedication - p. v 6. Preface - p. xv 7. Chapter 1: Concepts and Architectures in 5G - p. xvi 8. Chapter 2: Network Modeling and Analysis - p. 15 9. Chapter 3: Network Science - p. 35 10. Chapter 4: Self-Similarity, Fractality, and Chaos - p. 66 11. Chapter 5: Optimization Techniques - p. 102 12. Chapter 6: Clustering - p. 122 13. Chapter 7: Bayesian Analysis - p. 141 14. Chapter 8: Data Centers and Clouds - p. 160 15. Chapter 9: Access Networks - p. 201 16. Chapter 10: Robust Backbone Design - p. 222 17. Chapter 11: Traffic Engineering - p. 254 18. Chapter 12: Methods of Big Data Analytics - p. 283 19. Chapter 13: Dynamic Resource Management - p. 322 20. Chapter 14: The Internet of Things - p. 348 21. Bibliography - p. 387 22. Index - p. 395
