- A
Azure Advisor
Why wrong: Azure Advisor provides cost, security, and reliability recommendations, not performance monitoring or alerting for Spark jobs.
- B
Azure Sentinel
Why wrong: Azure Sentinel is a Security Information and Event Management (SIEM) service, not designed for monitoring job performance.
- C
Azure Log Analytics
Why wrong: Azure Log Analytics is part of Azure Monitor and is used for log querying and analysis, but the service name for comprehensive monitoring and alerting is Azure Monitor.
- D
Azure Monitor
Azure Monitor collects metrics and logs from Azure Databricks, allows performance analysis of Spark jobs, and supports alert rules for job failures.
Question 340 of 851
Secure, monitor, and optimize data storage and data processing →mediumMultiple ChoiceObjective-mapped
DP-203 Azure Monitor Practice Question
This DP-203 practice question tests your understanding of secure, monitor, and optimize data storage and data processing. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. A key principle to apply: azure Monitor. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A company uses Azure Databricks for data processing. They want to monitor the performance of Spark jobs and set up alerts for job failures. Which Azure service should they use?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Azure Monitor
Option D is correct because Azure Monitor is the central service for collecting metrics and logs from Azure Databricks, enabling performance monitoring and alerting on Spark jobs. Option A is incorrect because Azure Advisor provides recommendations but not real-time monitoring or alerts. Option B is incorrect because Azure Sentinel is a SIEM solution for security incidents, not for job performance monitoring. Option C is incorrect because Azure Log Analytics is a component of Azure Monitor used for log analysis, but the overarching service for monitoring and alerts is Azure Monitor.
Key principle: Azure Monitor
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Azure Advisor
Why it's wrong here
Azure Advisor provides cost, security, and reliability recommendations, not performance monitoring or alerting for Spark jobs.
- ✗
Azure Sentinel
Why it's wrong here
Azure Sentinel is a Security Information and Event Management (SIEM) service, not designed for monitoring job performance.
- ✗
Azure Log Analytics
Why it's wrong here
Azure Log Analytics is part of Azure Monitor and is used for log querying and analysis, but the service name for comprehensive monitoring and alerting is Azure Monitor.
- ✓
Azure Monitor
Why this is correct
Azure Monitor collects metrics and logs from Azure Databricks, allows performance analysis of Spark jobs, and supports alert rules for job failures.
Related concept
Azure Monitor
Common exam traps
Common exam trap: answer the scenario, not the keyword
Candidates often confuse Azure Monitor with Azure Log Analytics, but Log Analytics is a subset of Monitor. The question asks for the service to use, which is Azure Monitor.
Detailed technical explanation
How to think about this question
Treat this as a scenario question. Identify the problem, the constraint, and the best action. Then compare each option against those facts.
KKey Concepts to Remember
- Azure Monitor
- Azure Log Analytics
- Azure Databricks
TExam Day Tips
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Azure Monitor
Real-world example
How this comes up in practice
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Azure Monitor Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
Got this wrong? Here's your next step.
Review azure Monitor, then practise related DP-203 questions on the same topic to reinforce the concept.
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Secure, monitor, and optimize data storage and data processing — study guide chapter
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FAQ
Questions learners often ask
What does this DP-203 question test?
Secure, monitor, and optimize data storage and data processing — This question tests Secure, monitor, and optimize data storage and data processing — Azure Monitor.
What is the correct answer to this question?
The correct answer is: Azure Monitor — Option D is correct because Azure Monitor is the central service for collecting metrics and logs from Azure Databricks, enabling performance monitoring and alerting on Spark jobs. Option A is incorrect because Azure Advisor provides recommendations but not real-time monitoring or alerts. Option B is incorrect because Azure Sentinel is a SIEM solution for security incidents, not for job performance monitoring. Option C is incorrect because Azure Log Analytics is a component of Azure Monitor used for log analysis, but the overarching service for monitoring and alerts is Azure Monitor.
What should I do if I get this DP-203 question wrong?
Review azure Monitor, then practise related DP-203 questions on the same topic to reinforce the concept.
What is the key concept behind this question?
Azure Monitor
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Last reviewed: Jun 21, 2026
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