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Splunk SPLK-4001 Exam Syllabus Topics:

Section	Weight	Objectives
Analytics & Insights	10%	- Aggregation, filtering, and transformation functions - Correlation and pattern detection
Visualizing Metrics	20%	- Visualization best practices and effective communication - Creating and configuring charts, graphs, and time-series - Using SignalFlow for custom queries
Built-in Monitoring Content	10%	- Content packs and quick-start monitoring - Using pre-built dashboards and navigators
Data Collection & Ingestion	15%	- Integration with Kubernetes and cloud environments - OpenTelemetry configuration and deployment - Signal flow and data processing pipeline
Metrics Concepts	20%	- Dimensions, time-series data, and cardinality - Data retention and resolution settings - Metric types: Gauges, Counters, Histograms, Summaries
Alerting with Detectors	15%	- Common use cases: latency, saturation, errors - Notification rules and incident response - Threshold, anomaly, and multi-condition detectors
Dashboards & Operational Efficiency	10%	- Reducing alert fatigue and optimizing monitoring - Designing clear, performant dashboards

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Splunk O11y Cloud Certified Metrics User Sample Questions (Q67-Q72):

NEW QUESTION # 67
Which of the following is true regarding rollups in Splunk Observability Cloud?

A. Rollups must always be set to "sum."
B. Rollups are configured per-dashboard, not per-metric.
C. A rollup determines how datapoints are aggregated over the native resolution of a metric when queried over a longer time range.
D. Rollups only apply to events, not metrics.

Answer: C

Explanation:
Rollups define how raw datapoints are aggregated (e.g., average, sum, min, max, latest) as they are summarized over time, especially when a chart or detector displays data across a wider time range than the metric's native resolution.

NEW QUESTION # 68
To refine a search for a metric a customer types host: test-*. What does this filter return?

A. Error
B. Only metrics with a value of test- beginning with host.
C. Every metric except those with a dimension of host and a value equal to test.
D. Only metrics with a dimension of host and a value beginning with test-.

Answer: D

Explanation:
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 characters.

NEW QUESTION # 69
What is one reason a user of Splunk Observability Cloud would want to subscribe to an alert?

A. To receive an email notification when a detector is triggered.
B. To determine the root cause of the Issue triggering the detector.
C. To perform transformations on the data used by the detector.
D. To be able to modify the alert parameters.

Answer: A

Explanation:
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

NEW QUESTION # 70
What approach can be used to effectively monitor cyclic metrics with unpredictable periods?

A. Implement custom anomaly detection algorithms to handle cyclic variations
B. Use LAG and LEAD analytic functions to identify cyclic patterns
C. Adjust the detector's threshold dynamically based on cyclic fluctuations
D. Apply moving averages with different window sizes

Answer: A

NEW QUESTION # 71
Which of the following are true about organization metrics? (select all that apply)

A. A user can plot and alert on them like metrics they send to Splunk Observability Cloud.
B. Organization metrics give insights into system usage, system limits, data ingested and token quotas.
C. Organization metrics count towards custom MTS limits.
D. Organization metrics are included for free.

Answer: A,B,D

Explanation:
Organization metrics give insights into system usage, system limits, data ingested and token quotas. Organization metrics are included for free. A user can plot and alert on them like metrics they send to Splunk Observability Cloud. Organization metrics are a set of metrics that Splunk Observability Cloud provides to help you measure your organization's usage of the platform. They include metrics such as:
Ingest metrics: Measure the data you're sending to Infrastructure Monitoring, such as the number of data points you've sent.
App usage metrics: Measure your use of application features, such as the number of dashboards in your organization.
Integration metrics: Measure your use of cloud services integrated with your organization, such as the number of calls to the AWS CloudWatch API.
Resource metrics: Measure your use of resources that you can specify limits for, such as the number of custom metric time series (MTS) you've created.
Organization metrics are not charged and do not count against any system limits. You can view them in built-in charts on the Organization Overview page or in custom charts using the Metric Finder. You can also create alerts based on organization metrics to monitor your usage and performance.

NEW QUESTION # 72
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