AI-102 Question 62
Select 4Your organization uses Azure Cognitive Services to power its chatbot and wants to monitor the resource for performance and availability. You are asked to set up monitoring for the resource to ensure issues are detected and resolved proactively. Which actions should you take to monitor the Azure Cognitive Services resource effectively?
- A
Configure Diagnostic Settings to send logs and metrics to Azure Monitor.
- B
Set up alerts in Azure Monitor using the metrics provided by the Cognitive Services resource.
- C
Enable the Auto-heal feature for Cognitive Services to automatically resolve issues.
- D
Review the Metrics blade of the Cognitive Services resource in the Azure portal.
- E
Integrate Application Insights with the Cognitive Services resource for detailed telemetry.
- F
Manually scale the Cognitive Services resource based on usage patterns.
Show answer and explanation
Correct answers: A, B, D, E
Explanation
To monitor an Azure Cognitive Services resource effectively, you must configure diagnostic settings to gather logs and metrics, set up alerts in Azure Monitor to get notified of issues, and use the Metrics blade to analyze real-time performance metrics. Additionally, integrating Application Insights provides deeper telemetry for troubleshooting and performance monitoring. These actions ensure proactive and comprehensive monitoring of the resource.
- A. Correct.
Configuring Diagnostic Settings allows you to send logs and metrics to Azure Monitor or other tools for centralized monitoring and further analysis.
- B. Correct.
Setting up alerts in Azure Monitor helps you proactively detect and resolve issues by notifying you when specific conditions are met.
- C. Incorrect.
Azure Cognitive Services does not have an Auto-heal feature. Issues must be diagnosed and resolved using monitoring tools and metrics.
- D. Correct.
The Metrics blade in the Azure portal provides a real-time view of various performance metrics for the Cognitive Services resource, helping to identify any anomalies.
- E. Correct.
Integrating Application Insights provides detailed telemetry such as request performance and error rates, which are useful for monitoring and troubleshooting.
- F. Incorrect.
Manually scaling the resource is a reactive measure rather than a monitoring action and does not help in detecting issues proactively.