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020 _a9780367570965
040 _aUSANT
_beng
_cUSANT
_erda
082 _a006.3
_bG464a
100 _aGilbert, Mazin
_eeditor.
245 _aArtificial Intelligence for Autonomous Networks/
_cMazin Gilbert
250 _a1st Edition
260 _aNew York ;
_bCRC Press, Taylor and Francis Group,
_c2019
300 _axii, 392 pages. ;
_bfigure, ill. :
_c25 cm
500 _aIncludes Index.
504 _aIncludes Bibliographical References
505 _aPreface -- 1. The Role of Artificial Intelligence (AI) for Network Automation & Security -- 2. Machine Learning, Deep Learning, Artificial Intelligence -- 3. The Shift to a Software Defined Network -- 4. Blockchain and Cryptography for Secure Information Sharing -- 5. Building the Autonomous Networks of the Future -- 6. Role of Open Source, Standards and Public Clouds in Autonomous Networks -- 7. Machine-learning, Containers, Cloud-natives and Micro-services -- 8. Artificial Intelligence Software and Hardware Platforms -- 9. Artificial Intelligence for Network Operation -- 10. Artificial Intelligence for Cyber Security -- 11. Artificial Intelligence for Enterprise Networks -- 12. Artificial Intelligence for 5G+, Edge Compute and IoT -- 13. Artificial Intelligence for Infrastructure Monitoring and Traffic Optimization -- 14. Artificial Intelligence for Customer Experience and Care -- 15. New Artificial Intelligence Frontiers for Autonomous Networks
520 _aArtificial Intelligence for Autonomous Networks introduces the autonomous network by juxtaposing two unique technologies and communities: Networking and AI. The book reviews the technologies behind AI and software-defined network/network function virtualization, highlighting the exciting opportunities to integrate those two worlds. Outlining the new frontiers for autonomous networks, this book highlights their impact and benefits to consumers and enterprise customers. It also explores the potential of the autonomous network for transforming network operation, cyber security, enterprise services, 5G and IoT, infrastructure monitoring and traffic optimization, and finally, customer experience and care. With contributions from leading experts, this book will provide an invaluable resource for network engineers, software engineers, artificial intelligence, and machine learning researchers.
546 _aEnglish
650 _a Wireless communication systems -- Technological innovations/
650 _aArtificial intelligence -- Computer networks.
942 _2ddc
_cBK
_e1st Edition
_h006.3
_iG464a
_kCIR
_m2019
_n0
999 _c18684
_d18683