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Splunk SPLK-4001 Exam Questions

Exam Name: Splunk O11y Cloud Certified Metrics User Exam
Exam Code: SPLK-4001
Related Certification(s): Splunk O11y Cloud Certified Metrics User Certification
Certification Provider: Splunk
Actual Exam Duration: 120 Minutes
Number of SPLK-4001 practice questions in our database: 54 (updated: Apr. 24, 2025)
Expected SPLK-4001 Exam Topics, as suggested by Splunk :
  • Topic 1: General OpenTelemetry Concepts/ Use the Cluster Analyzer to pinpoint the root of some problems
  • Topic 2: View and alert on weekly, daily, or hourly comparisons/ Create detectors to monitor populations
  • Topic 3: Deploy the OTel Collector on Linux/ Discriminate between types of metadata
  • Topic 4: Introduction to Alerting on Metrics with Detectors/ Identify common issues with detectors
  • Topic 5: Create single-instance dashboards/ Use built-in Kubernetes Dashboards to investigate and troubleshoot
  • Topic 6: Correctly apply rollups and analytic functions/ Apply analytic functions over moving and calendar time windows
  • Topic 7: Distinguish between different chart visualization types/ Interact with data using built-in content
  • Topic 8: Apply analytics functions to a subset of MTS in a signal/ Troubleshooting common errors
  • Topic 9: Create Efficient Dashboards and Alerts/ Create dashboards and dashboard groups
  • Topic 10: List the components of a datapoint/ Use percentages and ratios to understand trends
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Ailene

8 days ago
Passed with flying colors! Pass4Success is top-notch. Be ready to explain the concept of metric dimensionality and its importance.
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Donette

28 days ago
Aced it! Pass4Success made it possible. Know how to use and interpret heatmaps for visualizing high-cardinality metric data.
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Fernanda

29 days ago
Successfully cleared the Splunk O11y Cloud exam! Pass4Success's practice questions were a perfect match. Saved me weeks of study time!
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Adrianna

1 months ago
Success! Pass4Success was my secret weapon. Focus on understanding the difference between infrastructure and application metrics.
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Geraldine

2 months ago
Splunk Certified Metrics User - done and dusted! Pass4Success's resources were spot on. Prepared me in half the time I expected.
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Marica

2 months ago
Exam conquered! Kudos to Pass4Success. Make sure you understand how to use formulas in Splunk O11y Cloud for advanced metric calculations.
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Melvin

2 months ago
Passed with ease! Pass4Success is a game-changer. Be prepared to explain the concept of cardinality in metrics and its impact on performance.
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Sarah

3 months ago
Passed the Splunk O11y Cloud exam with flying colors! Huge thanks to Pass4Success for the efficient study materials.
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Timothy

3 months ago
Exam success achieved! Pass4Success is the real deal. Know your way around the Chart Builder - you'll need it for various questions.
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Billye

3 months ago
I passed the Splunk O11y Cloud Certified Metrics User Exam with the help of Pass4Success practice questions. One question that I found difficult was about detectors for common use cases. It asked how to configure a detector for memory leaks. I wasn't sure about the specific metrics to monitor, but I managed to pass.
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Leatha

3 months ago
Nailed it! Pass4Success made all the difference. Study up on alert creation and management in Splunk O11y Cloud - it's an important topic.
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Dierdre

4 months ago
Just became a Splunk Certified Metrics User! Pass4Success, you rock! Your practice tests were key to my quick prep.
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Kanisha

4 months ago
Exam done and dusted! Pass4Success was invaluable. Be ready to explain the differences between metrics, logs, and traces in observability.
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Cyril

4 months ago
Glad to announce that I passed the Splunk O11y Cloud Certified Metrics User Exam. The Pass4Success practice questions were a big help. A challenging question was about the introduction to alerting on metrics with detectors. It asked how to set up a multi-condition detector. I was unsure about the exact configuration, but I still passed.
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Bettina

4 months ago
Passed with confidence! Pass4Success prep was spot-on. Focus on understanding metric aggregation functions - they're crucial for analysis questions.
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Lanie

4 months ago
I successfully passed the Splunk O11y Cloud Certified Metrics User Exam, thanks to Pass4Success practice questions. One question that caught me off guard was about visualizing metrics. It asked how to create a custom visualization using the Splunk O11y Cloud interface. I wasn't entirely sure about the steps, but I managed to pass.
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Shawana

5 months ago
Thrilled to be Splunk O11y Cloud Certified! Pass4Success's exam questions were incredibly helpful. Prepped me perfectly in no time.
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Isabella

5 months ago
Excited to share that I passed the Splunk O11y Cloud Certified Metrics User Exam. The Pass4Success practice questions were very helpful. There was a question on monitoring using built-in content, specifically about the pre-configured dashboards available for different services. I wasn't sure about all the available dashboards, but I still passed.
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Carolynn

5 months ago
Success! Thanks Pass4Success! Make sure you understand how to create and modify dashboards in Splunk O11y Cloud. It's a key skill tested.
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Lenita

5 months ago
Just passed the Splunk O11y Cloud Certified Metrics User Exam, and Pass4Success practice questions were instrumental in my success. One question that I found difficult was about finding insights using analytics. It asked how to use statistical functions to identify anomalies in time-series data. I was unsure about the exact functions to use, but I passed nonetheless.
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Mike

5 months ago
Exam conquered! Pass4Success for the win! Tip: Know how to use tag filters effectively. They're essential for narrowing down metric data.
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Asuncion

6 months ago
Splunk O11y Cloud exam - check! Pass4Success's prep was a lifesaver. Covered all the right topics in record time.
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Erasmo

6 months ago
I am thrilled to announce that I passed the Splunk O11y Cloud Certified Metrics User Exam. Thanks to Pass4Success practice questions, I was well-prepared. A question that puzzled me was related to metrics concepts, specifically about the difference between cumulative and delta metrics. I wasn't entirely sure of the definitions, but I still managed to pass.
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Janet

6 months ago
Aced the exam! Pass4Success was a lifesaver. Remember to study metric naming conventions and best practices - they come up a lot!
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Tony

6 months ago
Happy to share that I passed the Splunk O11y Cloud Certified Metrics User Exam. The Pass4Success practice questions were a great help. One challenging question was about creating efficient dashboards and alerts. It asked how to optimize dashboard performance when dealing with large datasets. I wasn't confident about the best practices, but I succeeded in the end.
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Flo

6 months ago
Passed with flying colors! Pass4Success rocks! Heads up: Be prepared to interpret and analyze metric visualizations. Practice reading different chart types.
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Peter

7 months ago
Wow, aced the Splunk Certified Metrics User exam! Pass4Success really came through with relevant materials. Couldn't have done it without them.
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Annamaria

7 months ago
Just cleared the Splunk O11y Cloud Certified Metrics User Exam with the aid of Pass4Success practice questions. There was a tricky question on how to get metrics in with OpenTelemetry, particularly focusing on the configuration of the OpenTelemetry Collector. I was unsure about the exact steps for setting up the collector, but still, I made it through.
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Kent

7 months ago
Exam success! Thanks Pass4Success! Focus on understanding metric metadata - it's key for effective querying and analysis in Splunk O11y Cloud.
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Shawna

7 months ago
Just passed the Splunk O11y Cloud Certified Metrics User Exam! So grateful for Pass4Success's prep materials. Quick tip: Know your metrics types - counters, gauges, and histograms. They're crucial!
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Fabiola

7 months ago
I recently passed the Splunk O11y Cloud Certified Metrics User Exam and I must say, the Pass4Success practice questions were incredibly helpful. One question that stumped me was about setting up detectors for common use cases. Specifically, it asked how to configure a detector to alert on a sudden spike in CPU usage. I wasn't entirely sure about the threshold values, but I managed to pass the exam!
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Kyoko

8 months ago
Just passed the Splunk O11y Cloud Metrics User exam! Thanks Pass4Success for the spot-on practice questions. Saved me so much time!
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Lynna

8 months ago
Thanks to Pass4Success practice questions, I passed the Splunk O11y Cloud Certified Metrics Julio Exam. The exam covered creating detectors to monitor populations, which was a key topic. One question that tested my knowledge was about General OpenTelemetry Concepts. Although I had some doubts about the answer, I still managed to pass the exam.
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Mabel

8 months ago
I'm grateful to Pass4Success for their comprehensive exam preparation materials. They really helped me succeed. Make sure you're comfortable with dashboard creation and management in Splunk O11y Cloud. The exam included questions on designing effective dashboards, using variables, and customizing layouts. Understanding how to create informative and user-friendly dashboards is crucial for success.
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Lamonica

9 months ago
My exam experience was successful as I passed the Splunk O11y Cloud Certified Metrics Julio Exam. Thanks to Pass4Success practice questions, I was able to confidently tackle topics such as viewing and alerting on weekly, daily, or hourly comparisons. One question that challenged me was related to using the Cluster Analyzer to pinpoint the root of problems. Despite some uncertainty, I was able to pass the exam.
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Jamal

9 months ago
Pass4Success's exam materials were spot-on and helped me pass in a short time. Don't overlook the importance of understanding infrastructure monitoring in Splunk O11y Cloud. Be ready to identify and troubleshoot issues across different infrastructure components using metrics. Knowing how to correlate metrics from various sources is essential.
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Jacquelyne

10 months ago
Successfully certified in Splunk O11y Cloud Metrics! Pass4Success's exam questions were spot-on. Thank you for helping me prepare so quickly!
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Julio

10 months ago
I passed the Splunk O11y Cloud Certified Metrics Julio Exam with the help of Pass4Success practice questions. The exam covered topics like General OpenTelemetry Concepts and using the Cluster Analyzer to pinpoint root problems. One question that stood out to me was about creating detectors to monitor populations. I wasn't completely sure of the answer, but I still managed to pass.
upvoted 0 times
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Marti

10 months ago
Aced the Splunk O11y exam! Pass4Success's materials were a lifesaver. Couldn't have done it without their relevant questions. Highly recommend!
upvoted 0 times
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Delila

10 months ago
Splunk O11y certification in the bag! Pass4Success's exam prep was incredibly helpful. Their questions were right on target. Thanks for the quick prep!
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Carin

11 months ago
Passed the Splunk O11y Cloud exam with flying colors! Pass4Success's practice tests were invaluable. So grateful for their efficient prep materials!
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Laticia

11 months ago
Thanks to Pass4Success for their relevant exam questions, which made my preparation efficient. The exam covered a lot on data visualization techniques. Practice creating and interpreting different chart types in Splunk O11y Cloud, especially heatmaps and histograms. Knowing how to choose the right visualization for specific metrics is key.
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Evangelina

11 months ago
Just passed the Splunk O11y Cloud Certified Metrics User Exam! Thanks to Pass4Success for the spot-on practice questions. Saved me so much time!
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Free Splunk SPLK-4001 Exam Actual Questions

Note: Premium Questions for SPLK-4001 were last updated On Apr. 24, 2025 (see below)

Question #1

Which of the following statements is true of detectors created from a chart on a custom dashboard?

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Correct Answer: D

The correct answer is D. The detector is automatically linked to the chart.

When you create a detector from a chart on a custom dashboard, the detector is automatically linked to the chart. This means that you can see the detector status and alerts on the chart, and you can access the detector settings from the chart menu. You can also unlink the detector from the chart if you want to1

Changes made to the chart do not affect the detector, and changes made to the detector do not affect the chart. The detector and the chart are independent entities that have their own settings and parameters. However, if you change the metric or dimension of the chart, you might lose the link to the detector1

The alerts generated by the detector will show up in the Alerts page, where you can view, manage, and acknowledge them. You can also see them on the team landing page if you assign the detector to a team2

To learn more about how to create and link detectors from charts on custom dashboards, you can refer to this documentation1.

1: https://docs.splunk.com/observability/alerts-detectors-notifications/link-detectors-to-charts.html 2: https://docs.splunk.com/observability/alerts-detectors-notifications/view-manage-alerts.html


Question #2

To refine a search for a metric a customer types host: test-*. What does this filter return?

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Correct Answer: A

The correct answer is A. Only metrics with a dimension of host and a value beginning with test-.

This filter returns the metrics that have a host dimension that matches the pattern test-. For example, test-01, test-abc, test-xyz, etc. The asterisk () is a wildcard character that can match any string of characters1

To learn more about how to filter metrics in Splunk Observability Cloud, you can refer to this documentation2.

1: https://docs.splunk.com/Observability/gdi/metrics/search.html#Filter-metrics 2: https://docs.splunk.com/Observability/gdi/metrics/search.html


Question #3

A customer has a large population of servers. They want to identify the servers where utilization has increased the most since last week. Which analytics function is needed to achieve this?

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Correct Answer: C

The correct answer is C. Timeshift.

According to the Splunk Observability Cloud documentation1, timeshift is an analytic function that allows you to compare the current value of a metric with its value at a previous time interval, such as an hour ago or a week ago. You can use the timeshift function to measure the change in a metric over time and identify trends, anomalies, or patterns. For example, to identify the servers where utilization has increased the most since last week, you can use the following SignalFlow code:

timeshift(1w, counters(''server.utilization''))

This will return the value of the server.utilization counter metric for each server one week ago. You can then subtract this value from the current value of the same metric to get the difference in utilization. You can also use a chart to visualize the results and sort them by the highest difference in utilization.


Question #4

What is one reason a user of Splunk Observability Cloud would want to subscribe to an alert?

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Correct Answer: C

One reason a user of Splunk Observability Cloud would want to subscribe to an alert is C. To receive an email notification when a detector is triggered.

A detector is a component of Splunk Observability Cloud that monitors metrics or events and triggers alerts when certain conditions are met. A user can create and configure detectors to suit their monitoring needs and goals1

A subscription is a way for a user to receive notifications when a detector triggers an alert. A user can subscribe to a detector by entering their email address in the Subscription tab of the detector page. A user can also unsubscribe from a detector at any time2

When a user subscribes to an alert, they will receive an email notification that contains information about the alert, such as the detector name, the alert status, the alert severity, the alert time, and the alert message. The email notification also includes links to view the detector, acknowledge the alert, or unsubscribe from the detector2

To learn more about how to use detectors and subscriptions in Splunk Observability Cloud, you can refer to these documentations12.

1: https://docs.splunk.com/Observability/alerts-detectors-notifications/detectors.html 2: https://docs.splunk.com/Observability/alerts-detectors-notifications/subscribe-to-detectors.html


Question #5

Which of the following are ways to reduce flapping of a detector? (select all that apply)

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Correct Answer: A, D

According to the Splunk Lantern articleResolving flapping detectors in Splunk Infrastructure Monitoring, flapping is a phenomenon where alerts fire and clear repeatedly in a short period of time, due to the signal fluctuating around the threshold value. To reduce flapping, the article suggests the following ways:

Configure a duration or percent of duration for the alert: This means that you require the signal to stay above or below the threshold for a certain amount of time or percentage of time before triggering an alert. This can help filter out noise and focus on more persistent issues.

Apply a smoothing transformation (like a rolling mean) to the input data for the detector: This means that you replace the original signal with the average of its last several values, where you can specify the window length. This can reduce the impact of a single extreme observation and make the signal less fluctuating.


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