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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

SectionWeightObjectives
Application & Service Monitoring25%- Service & Transaction Analysis
  • 1. Service flow & dependencies
  • 2. Failure rate & root cause
  • 3. Response time & throughput
- Real User Monitoring (RUM)
  • 1. User experience analysis
  • 2. Session & action tracking
  • 3. Error detection & impact
Dashboards, Reporting & Automation15%- Synthetic Monitoring & Automation
  • 1. APIs, workflows & integrations
  • 2. Synthetic test creation & execution
- Custom Dashboards & Visualization
  • 1. Metrics & chart types
  • 2. Creating & sharing dashboards
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. Automatic vs manual instrumentation
  • 2. Entity model & relationships
  • 3. Metrics, traces, logs & events
Analysis, Troubleshooting & Intelligence20%- Problem Detection & Root Cause Analysis
  • 1. Event correlation & causal analysis
  • 2. AI-driven anomaly detection
- Logs & Business Analytics
  • 1. Impact analysis on business outcomes
  • 2. Business metrics & KPIs
  • 3. Log querying & filtering
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

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

NEW QUESTION # 25
Which of the following Synthetics simulate a user performing multiple actions across your website(s)?

Answer: B

Explanation:
Browser clickpaths simulate full user journeys across multiple steps in a web application.
They:
* Perform multiple actions (clicks, navigation, form submissions)
* Simulate real user workflows
* Validate end-to-end functionality
Other options:
* HTTP monitor = single request
* Single URL browser monitor = single page load
* Ping test = network check only
Reference: Based on official Dynatrace University training materials on Synthetic Monitoring.


NEW QUESTION # 26
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,C,D

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 # 27
Credential vault stores sensitive information for which Dynatrace capabilities?

Answer: A,C,E

Explanation:
The Credential Vault in Dynatrace is used to securely store sensitive data such as usernames, passwords, and tokens for capabilities that require authentication.
It is used by:
* Synthetic Browser monitors for login simulations and scripted interactions
* Synthetic HTTP monitors for authenticated API testing
* Dynatrace Extensions v2 for connecting to external systems that require credentials Other options are not applicable:
* Dynatrace API uses tokens but not stored via Credential Vault in this context
* Dynatrace Apps do not rely on Credential Vault for authentication storage This ensures secure handling of credentials without exposing them in plain text.
Reference: Based on official Dynatrace University training materials covering Credential Vault usage.


NEW QUESTION # 28
What are the different Event Categories in Dynatrace?

Answer: D

Explanation:
Dynatrace event categories include:
* Availability
* Error
* Slowdown
* Resource
* Custom
* Info
* Monitoring Unavailable
These categories define different types of detected issues.
Critical and Warning are severity levels, not categories.
Reference: Based on official Dynatrace University training materials on problem detection.


NEW QUESTION # 29
Which metrics are presented within the Databases app? (Select all that apply)

Answer: C,D

Explanation:
The Databases app in Dynatrace provides infrastructure and performance-level metrics for databases.
Key metrics include:
* Memory Consumption , indicating how much memory the database is using
* Active Sessions , showing current connections and workload
These metrics help in understanding database health and performance.
Other options are not part of this app:
* Code-level insights are provided via services and distributed tracing
* User Calls relate to application/service monitoring
* Database vulnerabilities are part of Application Security, not database performance metrics Reference: Based on official Dynatrace University training materials covering database monitoring.


NEW QUESTION # 30
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