AI and machine learning for network and security management / Yulei Wu, Jingguo Ge and Tong Li.
نوع المادة :
ملف الحاسوبالسلاسل:IEEE Press series on networks and services managementالناشر:Piscataway, New Jersey ; Hoboken, New Jersey : IEEE Press : Wiley, 2023تاريخ حقوق النشر: ©2023وصف:1 online resource (307 pages) : illustrationsنوع المحتوى:- text
- computer
- online resource
- 9781119835899
- Q335 .W8 2023
| نوع المادة | المكتبة الحالية | رقم الطلب | رابط URL | حالة | تاريخ الإستحقاق | الباركود | |
|---|---|---|---|---|---|---|---|
مصدر رقمي
|
UAE Federation Library | مكتبة اتحاد الإمارات Online Copy | نسخة إلكترونية | رابط إلى المورد | لا يعار |
Includes bibliographical references and index.
1. Introduction-- 2. When Network and Security Management Meets AI and Machine Learning-- 3. Learning Network Intents for Autonomous Network Management-- 4. Virtual Network Embedding via Hierarchical Reinforcement Learning-- 5. Concept Drift Detection for Network Traffic Classification-- 6. Online Encrypted Traffic Classification Based on Lightweight Neural Networks-- 7. Context-Aware Learning for Robust Anomaly Detection-- 8. Anomaly Classification with Unknown, Imbalanced and Few Labeled Log Data-- 9. Zero Trust Networks-- 10. Intelligent Network Management and Operation Systems-- 11. Conclusions, and Research Challenges and Open Issues.
Description based on print version record.
Electronic reproduction. Ann Arbor, MI : ProQuest, 2018. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
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