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Intelligent Network Management and Control
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Introduction
PART 1: AI and Network Security
1 Intelligent Security of Computer Networks
1.1. Introduction
1.2. AI in the service of cybersecurity
1.3. AI applied to intrusion detection
1.4. AI misuse
1.5. Conclusion
1.6. References
2 An Intelligent Control Plane for Security Services Deployment in SDN-based Networks
2.1. Introduction
2.2. Software-defined networking
2.3. Security in SDN-based networks
2.4. Intelligence in SDN-based networks
2.5. AI contribution to security
2.6. AI contribution to security in SDN-based networks
2.7. Deployment of an intrusion prevention service
2.8. Stakes
2.9. Conclusion
2.10. References
PART 2: AI and Network Optimization
3 Network Optimization using Artificial Intelligence Techniques
3.1. Introduction
3.2. Artificial intelligence
3.3. Network optimization
3.4. Network application of AI
3.5. Conclusion
3.6. References
4 Multicriteria Optimization Methods for Network Selection in a Heterogeneous Environment
4.1. Introduction
4.2. Multicriteria optimization and network selection
4.3. “Modified-SAW” for network selection in a heterogeneous environment
4.4. Conclusion
4.5. References
PART 3: AI and the Cloud Approach
5 Selection of Cloud Computing Services: Contribution of Intelligent Methods
5.1. Introduction
5.2. Scientific and technical prerequisites
5.3. Similar works
5.4. Surveyed works
5.5. Conclusion
5.6. References
6 Intelligent Computation Offloading in the Context of Mobile Cloud Computing
6.1. Introduction
6.2. Basic definitions
6.3. MCC architecture
6.4. Offloading decision
6.5. AI-based solutions
6.6. Conclusion
6.7. References
PART 4: AI and New Communication Architectures
7 Intelligent Management of Resources in a Smart Grid-Cloud for Better Energy Efficiency
7.1. Introduction
7.2. Smart grid and cloud data center: fundamental concepts and architecture
7.3. State-of-the-art on the energy efficiency techniques of cloud data centers
7.4. State-of-the-art on the decision-aiding techniques in a smart grid-cloud system
7.5. Conclusion
7.6. References
8 Toward New Intelligent Architectures for the Internet of Vehicles
8.1. Introduction
8.2. Internet of Vehicles
8.3. IoV architectures proposed in the literature
8.4. Our proposal of intelligent IoV architecture
8.5. Stakes
8.6. Conclusion
8.7. References
PART 5: Intelligent Radio Communications
9 Artificial Intelligence Application to Cognitive Radio Networks
9.1. Introduction
9.2. Cognitive radio
9.3. Application of AI in CR
9.4. Categorization and use of techniques in CR
9.5. Conclusion
9.6. References
10 Cognitive Radio Contribution to Meeting Vehicular Communication Needs of Autonomous Vehicles
10.1. Introduction
10.2. Autonomous vehicles
10.3. Connected vehicle
10.4. Communication architectures
10.5. Contribution of CR to vehicular networks
10.6. SERENA project: self-adaptive selection of radio access technologies using CR
10.7. Conclusion
10.8. References
List of Authors
Index
End User License Agreement
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