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

Idioma: inglés

Editorial: John Wiley & Sons Inc, Hoboken, 2021

1119675502 / 9781119675501

Serie: Libro 12 de 13 - IEEE Press Series on Networks and Service Management

Librería: Grand Eagle Retail, Bensenville, IL, Estados Unidos de AmericaGrand Eagle Retail

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Hardcover. COMMUNICATION NETWORKS AND SERVICE MANAGEMENT IN THE ERA OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING Discover the impact that new technologies are having on communication systems with this up-to-date and one-stop resource Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning delivers a comprehensive overview of the impact of artificial intelligence (AI) and machine learning (ML) on service and network management. Beginning with a fulsome description of ML and AI, the book moves on to discuss management models, architectures, and frameworks. The authors also explore how AI and ML can be used in service management functions like the generation of workload profiles, service provisioning, and more. The book includes a handpicked selection of applications and case studies, as well as a treatment of emerging technologies the authors predict could have a significant impact on network and service management in the future. Statistical analysis and data mining are also discussed, particularly with respect to how they allow for an improvement of the management and security of IT systems and networks. Readers will also enjoy topics like: A thorough introduction to network and service management, machine learning, and artificial intelligenceAn exploration of artificial intelligence and machine learning for management models, including autonomic management, policy-based management, intent based management, and network virtualization-based managementDiscussions of AI and ML for architectures and frameworks, including cloud systems, software defined networks, 5G and 6G networks, and Edge/Fog networksAn examination of AI and ML for service management, including the automatic generation of workload profiles using unsupervised learning Perfect for information and communications technology educators, Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning will also earn a place in the libraries of engineers and professionals who seek a structured reference on how the emergence of artificial intelligence and machine learning techniques is affecting service and network management. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. …

N° de ref. del artículo 9781119675501

Título
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning (Hardcover)
Autor
Nur Zincir-Heywood
Editorial
John Wiley & Sons Inc, Hoboken
Año de publicación
2021
Estado
new
Encuadernación
Hardcover
Idioma
inglés
ISBN 10
1119675502
ISBN 13
9781119675501
Serie
Libro 12 de 13: IEEE Press Series on Networks and Service Management

Grand Eagle Retail

Bensenville, IL, Estados Unidos de America

Vendedor de 5 estrellas

Vendedor de IberLibro desde 12 de octubre de 2005

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