A data engineer notices that a Fabric data pipeline that ingests data from Azure Blob Storage into a Lakehouse is taking longer than expected. The pipeline includes a data transformation activity. The engineer wants to determine whether the bottleneck is in the ingestion or the transformation. What should the engineer do?

Look at the notebook run history to see the transformation cell durations.

Check the semantic model refresh history to see if the refresh is slow.

Use the Fabric monitoring hub to see the overall pipeline duration.

Review the pipeline run details to see the duration of each activity.

In Microsoft Fabric, where can you view the history of refresh operations for a specific semantic model, including the start time, end time, and status?

In the semantic model's refresh history page

A Fabric administrator wants to proactively monitor the health of an analytics solution that includes data pipelines, notebooks, and semantic models. The administrator wants to receive alerts for pipeline failures, notebook failures, and semantic model refresh failures. What is the most efficient way to set this up?

Create a single alert rule that monitors all Fabric items in the workspace.

Use the Fabric monitoring hub to set up a single alert for all failures.

Configure a data pipeline that runs all items and set an alert on the pipeline.

Create separate alert rules for each item type (pipeline, notebook, semantic model) with appropriate conditions.

A Fabric administrator notices that a semantic model refresh is taking longer than usual. The refresh is based on a data warehouse that is populated by a data pipeline. The administrator wants to determine if the delay is due to the refresh or the data pipeline. What should the administrator do?

Review the notebook run history to see if the transformation is slow.

Review the refresh history to see the refresh duration and compare it with the pipeline run duration.

Use the Fabric monitoring hub to see the overall system health.

Check the pipeline run details to see if the pipeline is failing.

Microsoft Certified:Fabric Data Engineer Associate

Domain 3Objective 1

Monitor Fabric Items DP-700 Practice Questions (Page 3)

Part of the Monitor and optimize an analytics solution domain, which accounts for 30–35% of the DP-700 exam. Microsoft does not publish an official question count, but from its 100-minute exam (~40–65 total, ~12–23 in this domain), expect 4–8 from this objective — we provide 18 practice questions to prepare you well beyond it. (estimate)

18questions here

4free pages

4concepts

30–35%of the exam

Questions 11–15

11foundation · easy
In Microsoft Fabric, which tool provides a centralized view to monitor the status of data ingestion activities, including pipeline runs and dataflow refreshes?
Select an answer first
12application · medium
A data engineer notices that a Fabric data pipeline that ingests data from Azure Blob Storage into a Lakehouse is taking longer than expected. The pipeline includes a data transformation activity. The engineer wants to determine whether the bottleneck is in the ingestion or the transformation. What should the engineer do?
Select an answer first
13foundation · easy
In Microsoft Fabric, where can you view the history of refresh operations for a specific semantic model, including the start time, end time, and status?
Select an answer first
14application · medium
A Fabric administrator wants to proactively monitor the health of an analytics solution that includes data pipelines, notebooks, and semantic models. The administrator wants to receive alerts for pipeline failures, notebook failures, and semantic model refresh failures. What is the most efficient way to set this up?
Select an answer first
15application · medium
A Fabric administrator notices that a semantic model refresh is taking longer than usual. The refresh is based on a data warehouse that is populated by a data pipeline. The administrator wants to determine if the delay is due to the refresh or the data pipeline. What should the administrator do?
Select an answer first

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Monitor Fabric Items DP-700 Practice Questions (Page 3)

Questions 11–15

In Microsoft Fabric, which tool provides a centralized view to monitor the status of data ingestion activities, including pipeline runs and dataflow refreshes?

In Microsoft Fabric, where can you view the history of refresh operations for a specific semantic model, including the start time, end time, and status?

A Fabric administrator notices that a semantic model refresh is taking longer than usual. The refresh is based on a data warehouse that is populated by a data pipeline. The administrator wants to determine if the delay is due to the refresh or the data pipeline. What should the administrator do?

Keep studying — Monitor and optimize an analytics solution