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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

SectionWeightObjectives
Dynatrace Fundamentals & Architecture20%- Data Collection & Instrumentation
  • 1. Entity model & relationships
  • 2. Metrics, traces, logs & events
  • 3. Automatic vs manual instrumentation
- Platform Overview & Core Concepts
  • 1. Purpose & value of Dynatrace
  • 2. PurePath technology & transaction tracking
  • 3. Key components: OneAgent, ActiveGate, Cluster
Application & Service Monitoring25%- Service & Transaction Analysis
  • 1. Service flow & dependencies
  • 2. Response time & throughput
  • 3. Failure rate & root cause
- Real User Monitoring (RUM)
  • 1. Session & action tracking
  • 2. User experience analysis
  • 3. Error detection & impact
Infrastructure & Cloud Monitoring20%- Kubernetes & Cloud Environments
  • 1. Cluster, node & workload monitoring
  • 2. Cloud provider integrations: AWS, Azure, GCP
- Host & Process Monitoring
  • 1. Resource utilization: CPU, memory, disk, network
  • 2. Process group & container visibility
Dashboards, Reporting & Automation15%- Synthetic Monitoring & Automation
  • 1. Synthetic test creation & execution
  • 2. APIs, workflows & integrations
- Custom Dashboards & Visualization
  • 1. Creating & sharing dashboards
  • 2. Metrics & chart types
Analysis, Troubleshooting & Intelligence20%- Logs & Business Analytics
  • 1. Impact analysis on business outcomes
  • 2. Log querying & filtering
  • 3. Business metrics & KPIs
- Problem Detection & Root Cause Analysis
  • 1. Event correlation & causal analysis
  • 2. AI-driven anomaly detection

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

NEW QUESTION # 32
Select the Dynatrace capability that provides a visualization of all the topological dependencies in my infrastructure, processes and services.

Answer: B

Explanation:
Smartscape is the Dynatrace capability that provides a real-time visualization of the entire environment, including all topological dependencies across infrastructure, processes, services, and applications.
It automatically maps and displays relationships between:
* Hosts and infrastructure components
* Processes running on those hosts
* Services and how they communicate with each other
This dynamic topology view allows users to quickly understand dependencies, identify bottlenecks, and analyze the impact of issues across the full stack.
Other options such as "Technologies and Processes classic" and "Services classic" provide filtered or specific views but do not deliver the complete, unified topology visualization. "Dynatrace Extension" is used to extend monitoring capabilities and does not provide topology visualization.
Reference: Based on official Dynatrace University training materials describing Smartscape and topology visualization.


NEW QUESTION # 33
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 # 34
Which steps outline the Business Event Dataflow? (Select all that apply)

Answer: A,B,C

Explanation:
The Business Event Dataflow in Dynatrace follows a structured pipeline that focuses on collecting, handling, and analyzing business events:
* Capture - Business events are ingested into Dynatrace from various sources such as applications, APIs, or external systems
* Process - The captured data is processed, enriched, and stored within the Dynatrace platform (Grail)
* Analyze - Users query and analyze the processed data using tools like dashboards and DQL Export is not considered a core step in the business event dataflow. While exporting data is possible, it is not part of the primary ingestion-to-analysis pipeline defined in Dynatrace.
Reference: Based on official Dynatrace University training materials covering Business Analytics and Grail data flow.


NEW QUESTION # 35
On the Data Explorer, how many metrics can you add to one chart?

Answer: B

Explanation:
In Dynatrace Data Explorer , you can add up to 10 metrics to a single chart.
This allows users to:
* Compare multiple metrics side by side
* Correlate performance indicators
* Build comprehensive visualizations for analysis
Lower numbers such as 3, 5, or 7 do not reflect the platform's supported maximum.
Reference: Based on official Dynatrace University training materials covering Data Explorer capabilities.


NEW QUESTION # 36
What is the default retention period for Logs?

Answer: D

Explanation:
Dynatrace stores logs with a default retention period of 35 days .
This provides:
* Sufficient time for analysis
* Balance between storage and cost
Reference: Based on official Dynatrace University training materials on log management.


NEW QUESTION # 37
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