AI and Machine Learning for Network and Security Management

AI and Machine Learning for Network and Security Management (IEEE Press Series on Networks and Service Management) 1st Edition
by Jingguo Ge (Author), Tong Li (Author), Yulei Wu (Author)
Publisher Finelybook 出版社:Wiley-IEEE Press; 1st edition (November 8, 2022)
Language 语言:English
pages 页数:304 pages
ISBN-10 书号:1119835879
ISBN-13 书号:9781119835875

Book Description
AI AND MACHINE LEARNING FOR NETWORK AND SECURITY MANAGEMENT
Extensive Resource for Understanding Key Tasks of Network and Security Management

AI and Machine Learning for Network and Security Management covers a range of 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. In addition, the authors introduce their large-scale intelligent network management and operation system and elaborate on how the aforementioned areas can be integrated into this system, plus how the network service can benefit.

Sample ideas covered in this thought-provoking work include:

How cognitive means, e.g., knowledge transfer, can help with network and security management
How different advanced AI and machine learning techniques can be useful and helpful to facilitate network automation
How the introduced techniques can be applied to many other related network and security management tasks
Network engineers, content service providers, and cybersecurity service providers can use AI and Machine Learning for Network and Security Management to make better and more informed decisions in their areas of specialization. Students in a variety of related study programs will also derive value from the work by gaining a base understanding of historical foundational knowledge and seeing the key recent developments that have been made in the field.

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