The answer is Azure SQL Auditing. This feature is specifically designed to track database events and write them to an audit log destination, including a Log Analytics workspace, enabling comprehensive security analysis by capturing every query executed against the database. On the Microsoft Azure Database Administrator Associate DP-300 exam, this question tests your ability to distinguish between Azure SQL Auditing and other security features like Advanced Threat Protection or Vulnerability Assessment, which focus on detecting threats or scanning for weaknesses rather than recording query logs. A common trap is confusing Azure SQL Auditing with Azure Defender for SQL, but remember: auditing is about logging all queries, while Defender is about alerting on suspicious activity. A useful memory tip is to think of "Audit" as the "accountant" that writes everything down, whereas "Defender" is the "guard" that only shouts when something looks wrong.
DP-300 Plan and implement data platform resources Practice Question
This DP-300 practice question tests your understanding of plan and implement data platform resources. 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. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. 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.
You need to ensure that all queries executed against an Azure SQL Database are audited and logged to a Log Analytics workspace for security analysis. Which feature should you enable?
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Azure SQL Auditing
Azure SQL Auditing is the feature specifically designed to track database events and write them to an audit log destination, including a Log Analytics workspace. This enables security analysis by capturing all queries executed against the database, which can then be queried and analyzed within the workspace. The other options focus on vulnerability scanning, threat detection, or security posture management, not on recording query execution logs.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
SQL Vulnerability Assessment
Why it's wrong here
Vulnerability assessment scans for security misconfigurations, not query auditing.
✗
Advanced Threat Protection
Why it's wrong here
ATP detects anomalous activities but does not log all queries.
✗
Microsoft Defender for Cloud
Why it's wrong here
Defender for Cloud provides security recommendations and threat detection, not per-query auditing.
✓
Azure SQL Auditing
Why this is correct
Auditing captures database events and can be configured to send logs to Log Analytics workspace.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse 'threat detection' (Advanced Threat Protection) or 'security posture management' (Microsoft Defender for Cloud) with the specific need for a full query audit log, but only Azure SQL Auditing provides the granular, configurable logging of all executed queries to a Log Analytics workspace.
Detailed technical explanation
How to think about this question
Azure SQL Auditing works by configuring a server-level or database-level audit policy that writes audit logs to either Azure Storage, Log Analytics, or Event Hubs. When targeting Log Analytics, the audit records are sent via the Azure Diagnostics extension and can be queried using KQL (Kusto Query Language) for forensic analysis. A subtle behavior is that server-level auditing captures events for all databases on the server, while database-level auditing can be used for more granular control, but both can coexist with the server-level policy taking precedence.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
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
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
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. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
Related glossary terms
Concepts from this question explained
These glossary pages explain the core terms tested in this DP-300 question in full detail.
Plan and implement data platform resources — This question tests Plan and implement data platform resources — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Azure SQL Auditing — Azure SQL Auditing is the feature specifically designed to track database events and write them to an audit log destination, including a Log Analytics workspace. This enables security analysis by capturing all queries executed against the database, which can then be queried and analyzed within the workspace. The other options focus on vulnerability scanning, threat detection, or security posture management, not on recording query execution logs.
What should I do if I get this DP-300 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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