Microsoft Certified: Azure AI Engineer AssociatePlan and manage an Azure AI solutionMedium
A development team is building an Azure AI solution that heavily utilizes Azure Cognitive Services. They need to monitor the health and performance of their Cognitive Services instances, track usage, and set up alerts for anomalies. Which Azure monitoring service is purpose-built for this task?
- AAzure Security Center.
- BAzure Advisor.
- CAzure Monitor.
- DAzure Service Health.
Show answer & explanationAnswer & explanation
Correct answer: C. Azure Monitor.
Azure Monitor collects, analyzes, and acts on telemetry from your Azure and on-premises environments. It is the primary service for monitoring the health, performance, and usage of Azure resources, including Cognitive Services, and for setting up alerts.
Why the other options are wrong
- A. Azure Security Center (now part of Microsoft Defender for Cloud) provides unified security management and advanced threat protection, not general performance and usage monitoring.
- B. Azure Advisor provides personalized recommendations for optimizing Azure resources for cost, performance, reliability, operational excellence, and security, but it's not a real-time monitoring tool.
- D. Azure Service Health keeps you informed about the health of your Azure services and regions, notifying you of outages and planned maintenance, but it doesn't monitor the performance or usage of your specific Cognitive Services instances.
Azure Monitor
A comprehensive solution for collecting, analyzing, and acting on telemetry from your cloud and on-premises environments. It helps you understand how your applications and services are performing and proactively identify issues.
- Collects metrics and logs.
- Provides dashboards and visualizations.
- Enables alert creation based on various signals.
Memory trick: Azure Monitor is the 'eye' that watches everything in your cloud.