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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

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

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Dynatrace Associate Certification Exam Sample Questions (Q39-Q44):

NEW QUESTION # 39
I need to take my live environment offline while I perform an upgrade. However, the upgrade will overlap with scheduled Synthetic tests. What can I configure in Dynatrace to avoid false alerting?

Answer: A

Explanation:
A Maintenance Window in Dynatrace allows you to suppress monitoring alerts during planned downtime or maintenance activities. When configured, it prevents problem detection and alerting for the specified entities and timeframe.
This ensures that:
* Scheduled Synthetic failures during maintenance are not treated as real incidents
* Alert noise is reduced
* Teams can perform upgrades without triggering unnecessary alerts
Other options are not suitable:
* Credential vault manages secrets
* Synthetic on-demand execution manually triggers tests
* Deleting monitors is not a practical or recommended solution
Reference: Based on official Dynatrace University training materials on maintenance windows and alert suppression.


NEW QUESTION # 40
I want to view versioning metadata of the components I monitor in Dynatrace. Which options do I have for configuring this data? (Select all that apply)

Answer: A,C,E

Explanation:
Dynatrace allows adding versioning and metadata to monitored entities through multiple configurable inputs:
Events ingestion can be used to push deployment and version information into Dynatrace, which is then associated with entities Kubernetes labels allow attaching version metadata (such as app version or build number) to workloads and pods Environment variables can be used to define version information that OneAgent automatically captures and associates with services or processes Smartscape is a visualization tool and does not configure metadata.
Security vulnerability relates to application security findings, not version metadata configuration.
Reference: Based on official Dynatrace University training materials on metadata, tagging, and deployment tracking.


NEW QUESTION # 41
How best is the "Visually complete" metric defined?

Answer: B

Explanation:
Visually Complete measures the time when all visible elements on a page are fully rendered.
It reflects:
* What the user actually sees
* Completion of visual loading
Option B refers to Largest Contentful Paint (LCP) , not Visually Complete.
Reference: Based on official Dynatrace University training materials on RUM metrics.


NEW QUESTION # 42
Which of the following Synthetics simulate an HTTP request to a URL or endpoint?

Answer: B

Explanation:
HTTP monitors are designed specifically to simulate HTTP requests to a defined URL or endpoint. They validate response codes, headers, and content, and measure availability and response time from various locations.
* Ping tests only check network-level availability using ICMP and do not perform HTTP requests
* Single-URL browser monitors simulate real browser interactions, including page rendering and JavaScript execution
* Browser clickpaths simulate multi-step user journeys through an application Therefore, HTTP monitors are the correct choice for simulating direct HTTP requests.
Reference: Based on official Dynatrace University training materials on Synthetic Monitoring types.


NEW QUESTION # 43
Which steps would I need to perform to automatically detect anomalies, such as cluster CPU-request saturation events on a node, in my Kubernetes environment?

Answer: A,B,C

Explanation:
To enable automatic anomaly detection in Kubernetes:
* Connect Dynatrace to the Kubernetes API to gather cluster data
* Deploy OneAgent (via container/Docker/Operator) to monitor nodes and workloads
* Enable Kubernetes anomaly detection settings in Dynatrace
This allows Dynatrace to automatically detect issues like CPU saturation.
RUM is unrelated to infrastructure anomaly detection.
Reference: Based on official Dynatrace University training materials on Kubernetes monitoring and anomaly detection.


NEW QUESTION # 44
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