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| Section | Weight | Objectives |
|---|---|---|
| AI Fundamentals for Networking | 25% | - Data collection and preprocessing - Machine learning basics - AI models applied to networks |
| AI-Powered Network Automation | 20% | - Orchestration and intent-based networking - Configuration management - Automation frameworks and tools |
| Networking Foundations | 20% | - Basic networking concepts - Protocols and standards - Network infrastructure and design |
| AI-Driven Network Security | 20% | - Predictive security analytics - Anomaly detection and threat identification - Compliance and risk management |
| Performance Optimization & Monitoring | 15% | - Quality of service optimization - Traffic analysis and forecasting - Real-time monitoring and troubleshooting |
1. (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) Increased server count without traffic optimization.
B) Fixed bandwidth assignment for all user connections.
C) Manual server allocation to manage high-demand streams.
D) AI-based load balancing to reroute traffic dynamically.
2. (How does DeepSlice enhance 5G network slicing?)
A) By using deep learning to optimize load management.
B) By automating penetration testing for security vulnerabilities.
C) By focusing on static DNS domain classifications.
D) By preemptively blocking threats to web applications and APIs.
3. (Which platform is best for handling traffic surges and maintaining application availability across multi-cloud environments?)
A) OpenStack
B) Kubernetes
C) Ansible
D) AI Engine
4. (What is a key advantage of using Ansible for network automation?)
A) It relies on Ruby scripts for configuration tasks.
B) It limits network management to Linux-based devices only.
C) It utilizes an agentless architecture for managing devices.
D) It mandates pre-installation of agents on managed devices.
5. (How does AI allocate network resources efficiently?)
A) By maintaining consistent bandwidth across all devices.
B) By consolidating all traffic into a single channel.
C) By prioritizing data streams based on packet size only.
D) By adapting bandwidth usage to real-time traffic needs.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: D |
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