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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Infrastructure & Cloud Monitoring20%- Host & Process Monitoring
  • 1. Process group & container visibility
  • 2. Resource utilization: CPU, memory, disk, network
- Kubernetes & Cloud Environments
  • 1. Cluster, node & workload monitoring
  • 2. Cloud provider integrations: AWS, Azure, GCP
Topic 2: 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. Event correlation & causal analysis
  • 2. AI-driven anomaly detection
Topic 3: Dynatrace Fundamentals & Architecture20%- Platform Overview & Core Concepts
  • 1. PurePath technology & transaction tracking
  • 2. Key components: OneAgent, ActiveGate, Cluster
  • 3. Purpose & value of Dynatrace
- Data Collection & Instrumentation
  • 1. Entity model & relationships
  • 2. Automatic vs manual instrumentation
  • 3. Metrics, traces, logs & events
Topic 4: 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
Topic 5: 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. Error detection & impact
  • 3. User experience analysis

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Dynatrace Associate Certification Exam Sample Questions (Q57-Q62):

NEW QUESTION # 57
Which options exist to send OpenTelemetry data to Dynatrace?

Answer: A,B,E

Explanation:
Dynatrace provides multiple methods to ingest OpenTelemetry data, each suited for different deployment scenarios:
* Dynatrace ActiveGate API (Option B): ActiveGate serves as a central collection gateway to the Dynatrace backend, providing OTLP endpoints for OpenTelemetry data. It requires an access token for authentication and a secure connection using TLS. This method simplifies and centralizes network traffic and management.
* Dynatrace SaaS API (Option C): The SaaS ingest API offers a straightforward approach to ingest OpenTelemetry data. Applications can be configured for standard OTLP export without the need for additional installed components or services. It also requires an access token and a secure TLS connection.
* Dynatrace OneAgent (Option D): OneAgent provides a local-only endpoint for trace ingestion. This method offers automatic request enrichment and does not require explicit authentication. However, it only accepts traces, not metrics or logs, and is limited to localhost connections.
Incorrect Options:
* Dynatrace RUM (Option A): Real User Monitoring (RUM) is designed to capture and analyze user interactions within web applications. It does not serve as a method to ingest OpenTelemetry data.
* Dynatrace Operator (Option E): The Dynatrace Operator is a Kubernetes operator that automates the deployment and management of OneAgent in Kubernetes environments. While it facilitates monitoring within Kubernetes, it is not a direct method for ingesting OpenTelemetry data.
Reference: Based on official Dynatrace University training materials and product documentation.


NEW QUESTION # 58
A team approaches you about fetching code-level information in Dynatrace about an AWS Lambda/Azure function. Assuming it is instrumented with OneAgent, what's the best place to go to get information about the function?

Answer: C

Explanation:
In Dynatrace, serverless functions (AWS Lambda / Azure Functions) are represented as services when instrumented.
The Services page provides:
* Code-level insights
* Distributed traces
* Performance metrics
* Failure analysis
Other options:
* Hosts page is not applicable to serverless
* Logs page shows logs only
* Cloud provider pages show infrastructure-level data, not deep code insights Reference: Based on official Dynatrace University training materials on serverless monitoring.


NEW QUESTION # 59
A developer wants to know how long it took for their application to load a specific resource request as a part of a button being clicked. What tool would be appropriate to find this information?

Answer: D

Explanation:
Waterfall analysis provides a detailed breakdown of all resource requests triggered by a user action, including timing for each request.
It allows developers to:
* See exactly how long each resource takes to load
* Analyze dependencies between requests
* Identify bottlenecks in frontend performance
This is especially useful for analyzing resource loading triggered by actions such as button clicks.
Other options:
* Web application view provides overview data
* User Session Query Language is for querying session data
* User action analysis provides aggregated insights, not detailed request timing Reference: Based on official Dynatrace University training materials covering Real User Monitoring and waterfall analysis.


NEW QUESTION # 60
How would you inject the RUM JavaScript tag when using an agentless deployment?

Answer: C

Explanation:
In agentless RUM deployment , the JavaScript snippet must be manually inserted into the HTML pages of the application.
This allows Dynatrace to:
* Capture user interactions
* Monitor frontend performance
* Track sessions without requiring OneAgent installation
Other options are incorrect:
* ActiveGate extensions are unrelated
* OneAgent installation contradicts agentless setup
* API usage does not inject the script
Reference: Based on official Dynatrace University training materials on Agentless RUM deployment.


NEW QUESTION # 61
Name the 3 pillars of observability?

Answer: A,D,E

Explanation:
The three pillars of observability are:
* Metrics - numerical performance data
* Logs - event-based records
* Traces - end-to-end request tracking
These pillars provide the foundation for understanding system behavior.
Other options:
* Automation is not a pillar
* RUM is a capability built on top of these pillars
Reference: Based on standard observability principles covered in Dynatrace University.


NEW QUESTION # 62
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