AI and Machine Learning for Network and Security M anagement

AI and Machine Learning for Network and Security Management is a comprehensive resource that covers key topics of network automation for network and security management, including resource allocation and scheduling, network planning and routing, encrypted traffic classification, anomaly detection, and security operations. It also introduces a large-scale intelligent network management and operation system and discusses how the techniques can be applied to many other related tasks.

Format: Hardback
Length: 304 pages
Publication date: 25 October 2022
Publisher: John Wiley and Sons Ltd

AI and Machine Learning for Network and Security Management is an extensive resource that provides a comprehensive understanding of the key tasks involved in network and security management. It covers a wide range of topics related to network automation, including resource allocation and scheduling, network planning and routing, encrypted traffic classification, anomaly detection, and security operations. The authors introduce their large-scale intelligent network management and operation system and discuss how these areas can be integrated into it, as well as how network services can benefit from them.

The book offers valuable insights into how cognitive means, such as knowledge transfer, can assist in network and security management. It also explores the use of advanced AI and machine learning techniques to facilitate network automation and discusses their applications in various related network and security management tasks.

Network engineers, content service providers, and cybersecurity service providers can utilize AI and Machine Learning for Network and Security Management to make better and more informed decisions in their respective areas of specialization. Students in various related study programs, such as computer science, network engineering, and cybersecurity, will also find the book valuable as it provides a foundational understanding of historical foundational knowledge and highlights the key recent developments in the field.

Overall, AI and Machine Learning for Network and Security Management is a must-read for anyone interested in advancing their knowledge and expertise in network and security management.

Weight: 666g
Dimension: 250 x 150 x 15 (mm)
ISBN-13: 9781119835875