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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Networking Foundations | 20% | - Network infrastructure and design - Protocols and standards - Basic networking concepts |
| Topic 2: AI-Driven Network Security | 20% | - Compliance and risk management - Predictive security analytics - Anomaly detection and threat identification |
| Topic 3: AI-Powered Network Automation | 20% | - Automation frameworks and tools - Orchestration and intent-based networking - Configuration management |
| Topic 4: AI Fundamentals for Networking | 25% | - AI models applied to networks - Data collection and preprocessing - Machine learning basics |
| Topic 5: Performance Optimization & Monitoring | 15% | - Quality of service optimization - Real-time monitoring and troubleshooting - Traffic analysis and forecasting |
1. (What makes behavioral analysis effective against unknown cyber threats?)
A) It focuses on analyzing static features like file metadata.
B) It relies on predefined signatures to identify specific malware.
C) It detects threats by monitoring deviations from normal activity.
D) It uses manual investigation to identify suspicious activities.
2. (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) Traffic prioritization and real-time routing optimization using AI models.
B) Segregating IoT devices into isolated networks for improved security.
C) Deploying static network slices to reduce overall data processing load.
D) Manual reconfiguration of network routers to handle peak-hour loads.
3. (Which tool is most effective for real-time monitoring of compliance with a clean desk policy?)
A) Zabbix for real-time desk inspections.
B) NetBox for periodic compliance checks.
C) Zabbix for real-time data analysis.
D) NetBox for compliance visualization.
4. (How does AIEngine improve network traffic management?)
A) Automates deep learning model deployment across devices.
B) Enhances network slicing for 5G traffic optimization.
C) Enables programmable packet inspection and automation.
D) Preempts security threats in web applications and APIs.
5. (What does a cookbook define in Chef's configuration process?)
A) Communication protocols between servers and nodes.
B) Resources and the sequence of their application on nodes.
C) Environment variables for physical and virtual machines.
D) Metadata storage for verifying configuration changes.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: B |
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