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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI-Driven Network Security | 20% | - Compliance and risk management - Anomaly detection and threat identification - Predictive security analytics |
| Topic 2: Performance Optimization & Monitoring | 15% | - Quality of service optimization - Real-time monitoring and troubleshooting - Traffic analysis and forecasting |
| Topic 3: AI-Powered Network Automation | 20% | - Orchestration and intent-based networking - Automation frameworks and tools - Configuration management |
| Topic 4: AI Fundamentals for Networking | 25% | - Machine learning basics - AI models applied to networks - Data collection and preprocessing |
| Topic 5: Networking Foundations | 20% | - Basic networking concepts - Protocols and standards - Network infrastructure and design |
1. (Scenario: A smart city project integrates IoT-enabled traffic sensors, public safety cameras, and real-time weather monitors. However, the network experiences high latency during peak hours, causing delays in traffic light adjustments and emergency alerts. The city requires a solution to prioritize critical data and ensure smooth operations during high-demand periods.
Question: Which AI-driven approach best addresses this challenge?)
A) Segregating IoT devices into isolated networks for improved security.
B) Traffic prioritization and real-time routing optimization using AI models.
C) Deploying static network slices to reduce overall data processing load.
D) Manual reconfiguration of network routers to handle peak-hour loads.
2. (How can ChatGPT assist network administrators in understanding complex networking concepts?)
A) By monitoring live network traffic and detecting anomalies in real time.
B) By managing network traffic and prioritizing bandwidth allocation automatically.
C) By simulating real-world network topologies using virtualized environments.
D) By providing detailed explanations and examples through natural language interaction.
3. (What role does virtualization play in enabling cloud computing?)
A) It centralizes application development for global use.
B) It allows resources to be abstracted and scaled as needed.
C) It enables on-premises storage without external connections.
D) It reduces the need for regulatory data compliance.
4. (Which feature of Zero Trust Architecture best addresses insider threats by enforcing dynamic and continuous access controls?)
A) Role-Based Access Control (RBAC)
B) Static IP-based rules
C) Network perimeter segmentation
D) Firewalls to block unverified internal traffic
5. (Scenario: A video streaming platform experiences congestion during prime-time hours, resulting in buffering issues for users. It requires a solution to distribute server loads efficiently while maintaining a seamless viewing experience for users.
Question: Which solution should the platform implement?)
A) AI-based load balancing to reroute traffic dynamically.
B) Fixed bandwidth assignment for all user connections.
C) Manual server allocation to manage high-demand streams.
D) Increased server count without traffic optimization.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: A |
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