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Secure, monitor, and troubleshoot Azure solutions Questions

Practice questions for Secure, monitor, and troubleshoot Azure solutions topic in Microsoft Certified: Azure AI Cloud Developer Associate. 48 questions covering this domain.

48 questions12 easy22 medium14 hard
Q1
medium

Engineers want a visual map of service-to-service calls to understand how requests move across their AI solution. Which Application Insights experienc...

Q2
medium

A team is instrumenting a server-side AI service in code and wants the Microsoft-recommended OpenTelemetry setup for Azure Monitor. Which component sh...

Q3
hard

An engineer starts a Log Analytics statement with .create while trying to inspect telemetry. Why is that wrong for a normal log query?

Q4
medium

During an active incident, the team wants a real-time dashboard of request rate and performance instead of waiting for aggregated reports. Which Appli...

Q5
easy

Which Azure service is designed to securely store application secrets such as API keys and connection strings?

Q6
easy

Which symbol pipes the output of one KQL tabular operator into the next operator?

Q7
medium

A secret in Azure Key Vault is updated with the same name as before. What happens?

Q8
hard

A KQL query against Log Analytics returns an error after a table name is typed with the wrong case. Which KQL behavior explains the failure?

Q9
hard

A developer proposes storing a database password in Azure App Configuration because the app already reads settings from there. What is the better reco...

Q10
medium

A feature toggle must change at runtime across multiple services without forcing a redeploy or restart. Which Azure service should hold that setting?

Q11
easy

Which Azure service is intended to centrally manage nonsecret application settings and feature flags?

Q12
medium

A developer wants the current value of a Key Vault secret and doesn't need an older version. How should the secret be requested?

Q13
medium

An SRE wants to know whether its OpenTelemetry exporter is retrying, dropping, or successfully sending data to Application Insights. Which experience ...

Q14
easy

Which Azure Key Vault object identifier format includes the vault name, object type, object name, and object version?

Q15
medium

A release rollback requires comparing the current configuration with the values that existed earlier the same day. Which Azure App Configuration capab...

Q16
medium

A newly instrumented application sends no telemetry to Application Insights. The code is using OpenTelemetry correctly. Which environment issue can st...

Q17
easy

Which Azure App Configuration feature lets a team tag the same key for dev, test, and production variations?

Q18
hard

Pods in an AKS cluster are repeatedly failing to start, and the engineer wants Kubernetes events and container stdout or stderr in one monitoring solu...

Q19
hard

A developer defines a KQL query with several statements but forgets the character that should separate them. Which separator is required?

Q20
hard

A dashboard shows that a dependency call is slow, but the team needs to understand which service called which downstream component and how those compo...

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