Artificial Intelligence for Autonomous Networks/
Gilbert, Mazin
Artificial Intelligence for Autonomous Networks/ Mazin Gilbert - 1st Edition - New York ; CRC Press, Taylor and Francis Group, 2019 - xii, 392 pages. ; figure, ill. : 25 cm
Includes Index.
Includes Bibliographical References
Preface -- 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
Artificial 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.
English
9780367570965
Wireless communication systems -- Technological innovations/
Artificial intelligence -- Computer networks.
006.3 / G464a
Artificial Intelligence for Autonomous Networks/ Mazin Gilbert - 1st Edition - New York ; CRC Press, Taylor and Francis Group, 2019 - xii, 392 pages. ; figure, ill. : 25 cm
Includes Index.
Includes Bibliographical References
Preface -- 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
Artificial 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.
English
9780367570965
Wireless communication systems -- Technological innovations/
Artificial intelligence -- Computer networks.
006.3 / G464a