Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning

Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning is a comprehensive resource that explores the impact of AI and ML on service and network management. It provides a detailed overview of these technologies, management models, architectures, and frameworks, as well as applications and case studies. The book also discusses statistical analysis and data mining for improving the management and security of IT systems and networks. It is ideal for educators, engineers, and professionals interested in understanding how AI and ML are transforming service and network management.

Format: Hardback
Length: 400 pages
Publication date: 21 October 2021
Publisher: John Wiley and Sons Ltd

Discover the transformative impact of new technologies on communication systems with this comprehensive and up-to-date resource. Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning offers a comprehensive exploration of the profound influence of artificial intelligence (AI) and machine learning (ML) on service and network management.

Beginning with a thorough introduction to ML and AI, the book delves into management models, architectures, and frameworks, highlighting their role in shaping the future of network and service management. The authors also examine how AI and ML can be leveraged to enhance service management functions such as workload profiling, service provisioning, and more.

To enrich the reader's experience, the book includes a carefully curated selection of applications and case studies, providing real-world insights into the practical applications of AI and ML in the field. Additionally, the authors explore emerging technologies that are poised to revolutionize network and service management in the years to come.

Statistical analysis and data mining are discussed in depth, emphasizing their role in improving the management and security of IT systems and networks. Readers will gain valuable insights into the latest techniques and tools for data analysis, enabling them to make informed decisions and optimize their network and service management strategies.

In addition to its technical content, the book offers a comprehensive introduction to network and service management, machine learning, and AI, providing a solid foundation for those seeking to understand and leverage these cutting-edge technologies. Whether you are a network administrator, service manager, or IT professional, this resource will empower you to stay ahead of the curve and drive innovation in your organization.

So, embark on this journey of discovery and explore the exciting possibilities that AI and ML have to offer in the world of communication networks and service management. With Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning as your guide, you will be well-equipped to navigate the digital landscape and achieve unprecedented success in your endeavors.

Weight: 760g
Dimension: 236 x 159 x 27 (mm)
ISBN-13: 9781119675501