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SPLK-4001 Related Certifications, SPLK-4001 Reliable Test Guide
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Earning the Splunk SPLK-4001 Certification demonstrates that an individual has a deep understanding of Splunk's metrics monitoring capabilities and is capable of leveraging these tools in a cloud environment. It is a valuable credential for IT professionals who are responsible for managing and monitoring cloud infrastructure and want to demonstrate their expertise in this area. Splunk O11y Cloud Certified Metrics User certification can also help professionals advance their careers by providing them with the skills and knowledge needed to take on more challenging roles in the field of cloud infrastructure management.
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Splunk O11y Cloud Certified Metrics User Sample Questions (Q57-Q62):NEW QUESTION # 57
Which of the following statements about adding properties to MTS are true? (select all that apply)
- A. Properties can be set in the UI under Metric Metadata.
- B. Properties are sent in with datapoints.
- C. Properties are applied to dimension key:value pairs and propagated to all MTS with that dimension
- D. Properties can be set via the API.
Answer: A,D
Explanation:
According to the web search results, properties are key-value pairs that you can assign to dimensions of existing metric time series (MTS) in Splunk Observability Cloud1. Properties provide additional context and information about the metrics, such as the environment, role, or owner of the dimension. For example, you can add the property use: QA to the host dimension of your metrics to indicate that the host that is sending the data is used for QA.
To add properties to MTS, you can use either the API or the UI. The API allows you to programmatically create, update, delete, and list properties for dimensions using HTTP requests2. The UI allows you to interactively create, edit, and delete properties for dimensions using the Metric Metadata page under Settings3. Therefore, option A and D are correct.
NEW QUESTION # 58
Which component of the OpenTelemetry Collector allows for the modification of metadata?
- A. Exporters
- B. Pipelines
- C. Processors
- D. Receivers
Answer: C
Explanation:
The component of the OpenTelemetry Collector that allows for the modification of metadata is A. Processors.
Processors are components that can modify the telemetry data before sending it to exporters or other components. Processors can perform various transformations on metrics, traces, and logs, such as filtering, adding, deleting, or updating attributes, labels, or resources. Processors can also enrich the telemetry data with additional metadata from various sources, such as Kubernetes, environment variables, or system information1 For example, one of the processors that can modify metadata is the attributes processor. This processor can update, insert, delete, or replace existing attributes on metrics or traces. Attributes are key-value pairs that provide additional information about the telemetry data, such as the service name, the host name, or the span kind2 Another example is the resource processor. This processor can modify resource attributes on metrics or traces. Resource attributes are key-value pairs that describe the entity that produced the telemetry data, such as the cloud provider, the region, or the instance type3 To learn more about how to use processors in the OpenTelemetry Collector, you can refer to this documentation1.
1: https://opentelemetry.io/docs/collector/configuration/#processors 2: https://github.com/open-telemetr ... attributesprocessor 3: https://github.com/open-telemetr ... r/resourceprocessor
NEW QUESTION # 59
For a high-resolution metric, what is the highest possible native resolution of the metric?
- A. 5 seconds
- B. 15 seconds
- C. 2 seconds
- D. 1 second
Answer: D
Explanation:
The correct answer is C. 1 second.
According to the Splunk Test Blueprint - O11y Cloud Metrics User document1, one of the metrics concepts that is covered in the exam is data resolution and rollups. Data resolution refers to the granularity of the metric data points, and rollups are the process of aggregating data points over time to reduce the amount of data stored.
The Splunk O11y Cloud Certified Metrics User Track document2 states that one of the recommended courses for preparing for the exam is Introduction to Splunk Infrastructure Monitoring, which covers the basics of metrics monitoring and visualization.
In the Introduction to Splunk Infrastructure Monitoring course, there is a section on Data Resolution and Rollups, which explains that Splunk Observability Cloud collects high-resolution metrics at 1-second intervals by default, and then applies rollups to reduce the data volume over time. The document also provides a table that shows the different rollup intervals and retention periods for different resolutions.
Therefore, based on these documents, we can conclude that for a high-resolution metric, the highest possible native resolution of the metric is 1 second.
NEW QUESTION # 60
Changes to which type of metadata result in a new metric time series?
- A. Properties
- B. Tags
- C. Sources
- D. Dimensions
Answer: D
Explanation:
Explanation
The correct answer is A. Dimensions.
Dimensions are metadata in the form of key-value pairs that are sent along with the metrics at the time of ingest. They provide additional information about the metric, such as the name of the host that sent the metric, or the location of the server. Along with the metric name, they uniquely identify a metric time series (MTS)1 Changes to dimensions result in a new MTS, because they create a different combination of metric name and dimensions. For example, if you change the hostname dimension from host1 to host2, you will create a new MTS for the same metric name1 Properties, sources, and tags are other types of metadata that can be applied to existing MTSes after ingest.
They do not contribute to uniquely identify an MTS, and they do not create a new MTS when changed2 To learn more about how to use metadata in Splunk Observability Cloud, you can refer to this documentation2.
1: https://docs.splunk.com/Observab ... ics.html#Dimensions 2:
https://docs.splunk.com/Observab ... dimensions-mts.html
NEW QUESTION # 61
Given that the metric demo. trans. count is being sent at a 10 second native resolution, which of the following is an accurate description of the data markers displayed in the chart below?

- A. Each data marker represents the average of the sum of datapoints over the last minute, averaged over the hour.
- B. Each data marker represents the 10 second delta between counter values.
- C. Each data marker represents the average hourly rate of API calls.
- D. Each data marker represents the sum of API calls in the hour leading up to the data marker.
Answer: D
Explanation:
Explanation
The correct answer is D. Each data marker represents the sum of API calls in the hour leading up to the data marker.
The metric demo.trans.count is a cumulative counter metric, which means that it represents the total number of API calls since the start of the measurement. A cumulative counter metric can be used to measure the rate of change or the sum of events over a time period1 The chart below shows the metric demo.trans.count with a one-hour rollup and a line chart type. A rollup is a way to aggregate data points over a specified time interval, such as one hour, to reduce the number of data points displayed on a chart. A line chart type connects the data points with a line to show the trend of the metric over time2 Each data marker on the chart represents the sum of API calls in the hour leading up to the data marker. This is because the rollup function for cumulative counter metrics is sum by default, which means that it adds up all the data points in each time interval. For example, the data marker at 10:00 AM shows the sum of API calls from 9:00 AM to 10:00 AM3 To learn more about how to use metrics and charts in Splunk Observability Cloud, you can refer to these documentations123.
1: https://docs.splunk.com/Observab ... s.html#Metric-types 2:
https://docs.splunk.com/Observab ... d-rollups-in-charts 3:
https://docs.splunk.com/Observab ... ns-for-metric-types
NEW QUESTION # 62
......
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