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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

TopicDetails
Topic 1
  • Reporting and Analysis: Covers tools and methods for analyzing observability data and generating insights to support performance and operational decisions.
Topic 2
  • User Experience Monitoring: Covers real user monitoring (RUM) to track and analyze how end users interact with and experience web and mobile applications.
Topic 3
  • Synthetics: Covers the creation and monitoring of synthetic tests to simulate user interactions and proactively detect availability or performance issues.
Topic 4
  • Dashboards: Covers building and customizing dashboards to visualize and communicate observability data across teams and stakeholders.
Topic 5
  • Kubernetes Infrastructure: Covers monitoring and observability of Kubernetes clusters, workloads, and containerized environments within Dynatrace.
Topic 6
  • Infrastructure Observability: Covers monitoring and visibility into hosts, services, and infrastructure components to detect and analyze performance issues.
Topic 7
  • Security: Covers vulnerability detection, security alerting, and how Dynatrace identifies and prioritizes security risks across the environment.
Topic 8
  • Foundational Platform Capabilities: Covers the core features and navigation of the Dynatrace platform, including entity relationships, tagging, and how data is collected.
Topic 9
  • Log Investigation: Covers querying, filtering, and analyzing log data within Dynatrace to troubleshoot and identify root causes of problems.
Topic 10
  • Automation: Covers workflows, event-driven automation, and integrations that enable teams to automate remediation and operational tasks.
Topic 11
  • Business Analytics: Covers capturing and correlating business metrics with technical data to measure the impact of application performance on business outcomes.

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Dynatrace Associate Certification Exam Sample Questions (Q25-Q30):

NEW QUESTION # 25
If a cloud provider does not support installing OneAgent to a specific service (such as for cloud-provided load balancers), is there any way to get code-level data?

Answer: A

Explanation:
If OneAgent cannot be installed, code-level visibility depends on alternative data ingestion methods .
* If the service supports OpenTelemetry , trace data can be sent to Dynatrace
* This enables partial or full observability depending on the implementation Therefore:
* It is not always possible , but depends on OpenTelemetry support
Other options are incorrect because:
* It's not strictly impossible
* Not all services support OpenTelemetry
* Dynatrace is compatible with cloud providers via multiple ingestion methods Reference: Based on official Dynatrace University training materials on OpenTelemetry and data ingestion.


NEW QUESTION # 26
Which of the following properties are added to your ingested log data when trace enrichment for logs is enabled? (Select all that apply)

Answer: A,B,D

Explanation:
When trace enrichment for logs is enabled in Dynatrace, additional metadata is automatically added to logs to correlate them with distributed traces.
The key properties added include:
* dt.trace_id - uniquely identifies the distributed trace
* dt.span_id - identifies the specific span within the trace
* dt.entity.process_group_instance - links the log to the specific monitored process instance These attributes enable:
* Seamless correlation between logs and traces
* End-to-end observability across services
* Faster root cause analysis by linking logs directly to transactions
The other options are not part of trace enrichment:
* dt.security_context is related to log access control, not trace enrichment
* DT_RELEASE_VERSION is used for versioning metadata, not tracing
Reference: Based on official Dynatrace University training materials covering log monitoring and trace-log correlation.


NEW QUESTION # 27
What types of notifications can you set up for Security Problems? (Select all that apply)

Answer: A,B,C,D,E

Explanation:
Dynatrace allows configuring problem notifications , including security problems, through multiple integration channels:
* Email notifications for direct alerts
* Jira integration for creating and tracking issues
* ServiceNow integration for IT service management workflows
* PagerDuty integration for incident response and alerting
* Custom integrations using webhooks or APIs for flexible notification handling These integrations ensure that security problems are communicated effectively across teams and tools, enabling rapid response and resolution.
Reference: Based on official Dynatrace University training materials covering alerting, problem notifications, and integrations.


NEW QUESTION # 28
Which Dynatrace app would be best suited to retain the results of a DQL query for later analysis?

Answer: C

Explanation:
Notebooks are the best tool in Dynatrace for retaining and reusing DQL query results .
They allow users to:
* Store DQL queries
* Keep query results for later analysis
* Combine queries with text, documentation, and visualizations
* Share insights across teams
Other options:
* Dashboards are for visualization, not query retention
* Data Explorer is for ad-hoc analysis
* Reports are more static and not designed for iterative DQL workflows
Reference: Based on official Dynatrace University training materials on Notebooks and DQL usage.


NEW QUESTION # 29
Name the 3 pillars of observability?

Answer: C,D,E

Explanation:
The three pillars of observability are:
* Metrics - numerical performance data
* Logs - event-based records
* Traces - end-to-end request tracking
These pillars provide the foundation for understanding system behavior.
Other options:
* Automation is not a pillar
* RUM is a capability built on top of these pillars
Reference: Based on standard observability principles covered in Dynatrace University.


NEW QUESTION # 30
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