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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

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

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

NEW QUESTION # 25
Which Dynatrace capability can be used to query ingested log data?

Answer: A

Explanation:
DQL (Dynatrace Query Language) is the primary language used to query ingested data in Dynatrace, including logs.
It enables:
* Advanced filtering and aggregation
* Correlation across logs, metrics, and traces
* Flexible data analysis within Grail
Other options:
* USQL is legacy
* SQL is not used
* JavaScript is not a query language in Dynatrace
Reference: Based on official Dynatrace University training materials on Grail and DQL.


NEW QUESTION # 26
I want to import metrics on a platform that is not supported by the OneAgent, what options do I have? (Select all that apply)

Answer: B,D

Explanation:
When a platform is not supported by OneAgent, Dynatrace provides alternative methods to ingest metrics:
* OpenTelemetry allows ingestion of metrics using open standards, enabling integration with unsupported platforms by exporting telemetry data into Dynatrace
* Dynatrace Extensions (especially Extensions v2) allow users to collect custom metrics from technologies that are not natively supported Installing ActiveGate alone does not enable metric ingestion unless it is used in combination with extensions or APIs. Creating a Dynatrace App is unrelated to metric ingestion and is instead used for building custom UI or workflows within the platform.
Reference: Based on official Dynatrace University training materials on metric ingestion and extensions.


NEW QUESTION # 27
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: B

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 # 28
Your team has to investigate the performance of a database. Assuming all monitoring sources for a database are available, what tools can you use to find database performance information?

Answer: B

Explanation:
The 'Databases' app in Dynatrace offers a comprehensive, vendor-agnostic view of all monitored databases. It consolidates performance metrics such as CPU usage, memory consumption, active sessions, response times, and failed connections. It is designed to give users a centralized location for investigating the health and performance of databases, making it the primary tool for such tasks. The app enables teams to correlate issues with underlying infrastructure, understand resource consumption, and identify performance bottlenecks directly tied to the database.
Provided dashboards from a database extension may contain useful visualizations but lack the breadth of metrics and insights that the dedicated Databases app provides. Synthetic tests are primarily used for simulating user behavior to test availability and performance from the user's perspective-not for internal database monitoring. Looking at service data can help in understanding application-level issues but does not deliver detailed or direct metrics from the database layer.
Reference: Based on official Dynatrace University training materials and product documentation.


NEW QUESTION # 29
Which Dynatrace components are required for full VMware vSphere monitoring? (Select all that apply)

Answer: C,D

Explanation:
For full VMware vSphere monitoring , Dynatrace requires:
* OneAgent to monitor hosts and workloads running within the virtual machines
* ActiveGate to connect to the vSphere API and collect metrics from the vCenter server ActiveGate enables integration with vSphere and retrieves infrastructure-level data such as clusters, hosts, and virtual machines.
Other options are not required:
* OneAgent SDK is for custom instrumentation
* Dynatrace Operator is for Kubernetes environments
* Synthetic Monitor is unrelated to infrastructure monitoring
This combination ensures full visibility across both infrastructure and application layers in VMware environments.
Reference: Based on official Dynatrace University training materials covering VMware monitoring and ActiveGate integrations.


NEW QUESTION # 30
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