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| Section | Weight | Objectives |
|---|---|---|
| AI-Powered Network Automation | 20% | - Orchestration and intent-based networking - Automation frameworks and tools - Configuration management |
| Networking Foundations | 20% | - Protocols and standards - Network infrastructure and design - Basic networking concepts |
| AI Fundamentals for Networking | 25% | - AI models applied to networks - Machine learning basics - Data collection and preprocessing |
| Performance Optimization & Monitoring | 15% | - Real-time monitoring and troubleshooting - Traffic analysis and forecasting - Quality of service optimization |
| AI-Driven Network Security | 20% | - Predictive security analytics - Anomaly detection and threat identification - Compliance and risk management |
1. (Scenario: A multinational corporation faces an issue where employees working remotely often connect to corporate resources using unsecured devices. Despite enforcing strong password policies, they still encounter breaches due to compromised endpoints. The security team needs a strategy to ensure only compliant devices can access sensitive resources while minimizing user disruption.
Question: What approach should the corporation adopt to resolve this issue?)
A) Implement Zero Trust Architecture to verify user and device compliance.
B) Restrict remote access entirely to prevent breaches from unsecured devices.
C) Enforce stricter password policies to enhance user authentication security.
D) Deploy network segmentation to isolate critical resources from remote access.
2. (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) Manual server allocation to manage high-demand streams.
B) Fixed bandwidth assignment for all user connections.
C) Increased server count without traffic optimization.
D) AI-based load balancing to reroute traffic dynamically.
3. (A large-scale enterprise faces frequent DNS spoofing attacks and requires a system that can classify DNS domains dynamically, detect potential threats, and integrate seamlessly into its network environment without manual intervention.
Which tool is best suited?)
A) DeepSlice, which focuses on load management in 5G networks.
B) AIEngine, providing programmable packet inspection and DNS domain classification.
C) Open-AppSec, which focuses on securing web applications and APIs.
D) PentestGPT, which identifies vulnerabilities during penetration testing.
4. (What is a key advantage of using Ansible for network automation?)
A) It mandates pre-installation of agents on managed devices.
B) It relies on Ruby scripts for configuration tasks.
C) It utilizes an agentless architecture for managing devices.
D) It limits network management to Linux-based devices only.
5. (How should organizations evaluate the most suitable type of virtualization for their requirements?)
A) By reviewing the efficiency of application licenses they hold.
B) By ensuring their storage arrays support physical deployments.
C) By identifying the degree of isolation needed for their resources.
D) By selecting solutions that minimize physical server redundancy.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: C |
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