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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

SectionWeightObjectives
Capabilities & Monitoring24%- Full-stack performance monitoring of applications
- PurePath distributed tracing
- How Dynatrace operates in your environment
- Smartscape real-time topology
- Data gathering and analysis
Problems & Resolution14%- Event correlation
- Davis AI anomaly detection
- Problem lifecycle and root cause analysis
- Alerts and notifications
Digital Experience Management (DEM)16%- Real User Monitoring (RUM)
- Mobile monitoring (iOS & Android)
- User session analysis
- Synthetic monitoring
Reporting & Analysis18%- DQL (Dynatrace Query Language)
- Business analytics and KPIs
- Notebooks and investigation
- Log management and analytics
- Dashboards and visualization
Components & Architecture8%- System communication and data reporting
- OneAgent, ActiveGate, Dynatrace Platform
- Grail data lakehouse
- Dynatrace structure and components
- Integration with 3rd party systems
Installation & Configuration20%- Infrastructure monitoring configuration
- Application instrumentation
- Tags and management zones
- OneAgent deployment
- ActiveGate setup

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Dynatrace Associate Certification Exam Sample Questions (Q32-Q37):

NEW QUESTION # 32
What tool would I use on my Kubernetes or OpenShift cluster to deploy and configure Dynatrace components?

Answer: D

Explanation:
The Dynatrace Operator is the recommended tool for Kubernetes/OpenShift:
* Automates deployment of OneAgent
* Manages configuration and lifecycle
* Ensures cloud-native full-stack monitoring
Other options:
* CSI Driver handles storage integration
* OneAgent is deployed by the Operator
* Prometheus is unrelated
Reference: Based on official Dynatrace University training materials on Kubernetes deployment.


NEW QUESTION # 33
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: A

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 # 34
Which Dynatrace capability can be used to query ingested log data?

Answer: B

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 # 35
Which of the cloud providers does Dynatrace natively support without extensions?

Answer: A,D,E

Explanation:
Dynatrace provides native integration (without requiring extensions) for the major hyperscalers:
* Amazon Web Services (AWS)
* Microsoft Azure
* Google Cloud Platform (GCP)
These integrations provide deep visibility into cloud services, APIs, and metrics.
Other providers:
* DigitalOcean and IBM Cloud are not natively supported at the same level and typically require extensions or custom integration.
Reference: Based on official Dynatrace University training materials on cloud platform monitoring.


NEW QUESTION # 36
To ensure efficient use of OneAgent monitoring, which modes are recommended for a Database server?
(Select all that apply)

Answer: C,D

Explanation:
Dynatrace recommends selecting the appropriate OneAgent mode depending on the role of the host:
* Infrastructure mode is recommended when only host-level monitoring is required with minimal overhead
* Full-Stack mode is used when deep monitoring is needed, including process-level visibility and full observability Options like Full support , Discovery , and Half stack are not valid OneAgent monitoring modes in Dynatrace.
Reference: Based on official Dynatrace University training materials on OneAgent deployment modes.


NEW QUESTION # 37
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