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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI-Powered Network Automation | 20% | - Orchestration and intent-based networking - Automation frameworks and tools - Configuration management |
| Topic 2: Performance Optimization & Monitoring | 15% | - Real-time monitoring and troubleshooting - Quality of service optimization - Traffic analysis and forecasting |
| Topic 3: AI Fundamentals for Networking | 25% | - AI models applied to networks - Data collection and preprocessing - Machine learning basics |
| Topic 4: Networking Foundations | 20% | - Protocols and standards - Basic networking concepts - Network infrastructure and design |
| Topic 5: AI-Driven Network Security | 20% | - Predictive security analytics - Anomaly detection and threat identification - Compliance and risk management |
1. (How does Python's Netmiko library simplify network automation?)
A) By automating application deployment on cloud platforms.
B) By integrating deep learning algorithms for anomaly detection.
C) By supporting multi-vendor environments for device configuration.
D) By managing Kubernetes clusters for container orchestration.
2. (Scenario: A multinational corporation with offices in multiple countries is experiencing significant delays in data processing due to the centralized routing of all traffic to a single data center. The company wants to minimize latency and improve real-time processing capabilities while ensuring that data remains secure within the local regions.
Question: What strategy should they adopt to address these challenges?)
A) Consolidate traffic into fewer subnets using VLANs for simplicity.
B) Implement edge computing to process data closer to its origin and reduce latency.
C) Use a hybrid cloud setup to distribute traffic across multiple public and private networks.
D) Deploy a single VNET to handle all global traffic centrally.
3. (In GNS3, what command would you use on Router1 to test connectivity with Router2 after configuring a serial link?)
A) configure terminal
B) traceroute [Router1_IP_Address]
C) ping [Router2_IP_Address]
D) show ip interface brief
4. (Which tool would best assist a company in proactively identifying vulnerabilities in their network infrastructure?)
A) Nebula, designed for ethical hacking to secure networks.
B) PentestGPT, offering automated penetration testing for threat mitigation.
C) Azure Sentinel, a cloud-native SIEM for AI-driven threat detection.
D) Open-AppSec, focused on protecting web applications and APIs.
5. (How does machine learning predict network traffic patterns?)
A) By allocating bandwidth to prioritized applications.
B) By analyzing historical data and identifying trends.
C) By compressing real-time network traffic logs.
D) By encrypting traffic flows for secure transmission.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: B |
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