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- CCE – Doctorate Exam11
- 1.2Briefly explain how AI can improve Quality of Service (QoS) in a 5G network.15 Minutes
- 1.3Explain the difference between centralized and distributed intrusion detection systems15 Minutes
- 1.4How can reinforcement learning be used for load balancing in networks?15 Minutes
- 1.5How does graph neural networks (GNN) apply to network topology analysis?15 Minutes
- 1.6List two differences between TCP Reno and BBR congestion control strategies.15 Minutes
- 1.7Name two datasets used for training AI-based IDS systems and their key characteristics.15 Minutes
- 1.8What are the privacy challenges in training ML models on communication data?15 Minutes
- 1.9What is the role of the control plane in SDN, and how does AI enhance it?15 Minutes
- 1.10What is the use of autoencoders in anomaly detection in communication networks?15 Minutes
- 1.11Why is packet timestamping important for AI-based latency prediction?15 Minutes
- 1.12Thesis-Style Question (Narrowed)4 Hours
Why is packet timestamping important for AI-based latency prediction?
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