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| Section | Weight | Objectives |
|---|---|---|
| AI Fundamentals for Networking | 25% | - Machine learning basics - Data collection and preprocessing - AI models applied to networks |
| Performance Optimization & Monitoring | 15% | - Traffic analysis and forecasting - Real-time monitoring and troubleshooting - Quality of service optimization |
| AI-Powered Network Automation | 20% | - Configuration management - Automation frameworks and tools - Orchestration and intent-based networking |
| Networking Foundations | 20% | - Basic networking concepts - Protocols and standards - Network infrastructure and design |
| AI-Driven Network Security | 20% | - Compliance and risk management - Anomaly detection and threat identification - Predictive security analytics |
1. (What functionality does Bubbln provide to enhance network management?)
A) Deploys ML models for anomaly detection in real-time.
B) Provides deep learning models for DNS domain classification.
C) Automates routine network tasks and configurations efficiently.
D) Offers penetration testing for identifying vulnerabilities.
2. (In a hybrid topology, why is the combination of multiple topologies beneficial?)
A) Leverages strengths while minimizing weaknesses of each topology.
B) Simplifies network management and reduces costs.
C) Ensures uniformity and ease of data transmission.
D) Requires fewer cables and connections for all devices.
3. (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 identifying the degree of isolation needed for their resources.
C) By selecting solutions that minimize physical server redundancy.
D) By ensuring their storage arrays support physical deployments.
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) Open-AppSec, focused on protecting web applications and APIs.
D) Azure Sentinel, a cloud-native SIEM for AI-driven threat detection.
5. (How do AI frameworks simplify model development for networking solutions?)
A) By requiring advanced expertise in deep learning for all implementations.
B) By limiting model designs to a single use case.
C) By focusing only on manual coding for each specific model.
D) By providing pre-built algorithms to abstract low-level details.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: D |
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