UID:
almafu_9960950760202883
Format:
1 online resource (xxii, 277 pages) :
,
illustrations (some color).
ISBN:
9781119835899
,
1119835895
,
9781119835905
,
1119835909
,
9781119835882
,
1119835887
Series Statement:
IEEE Press series on networks and services management
Content:
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.
Additional Edition:
Print version: ISBN 1119835879
Additional Edition:
ISBN 9781119835875
Language:
English
DOI:
10.1002/9781119835905
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119835905
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119835905
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119835905
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119835905
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119835905
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119835905
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