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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Dashboards, Reporting & Automation15%- Synthetic Monitoring & Automation
  • 1. APIs, workflows & integrations
  • 2. Synthetic test creation & execution
- Custom Dashboards & Visualization
  • 1. Creating & sharing dashboards
  • 2. Metrics & chart types
Topic 2: Application & Service Monitoring25%- Real User Monitoring (RUM)
  • 1. Error detection & impact
  • 2. User experience analysis
  • 3. Session & action tracking
- Service & Transaction Analysis
  • 1. Service flow & dependencies
  • 2. Failure rate & root cause
  • 3. Response time & throughput
Topic 3: Dynatrace Fundamentals & Architecture20%- Data Collection & Instrumentation
  • 1. Automatic vs manual instrumentation
  • 2. Metrics, traces, logs & events
  • 3. Entity model & relationships
- Platform Overview & Core Concepts
  • 1. PurePath technology & transaction tracking
  • 2. Purpose & value of Dynatrace
  • 3. Key components: OneAgent, ActiveGate, Cluster
Topic 4: Analysis, Troubleshooting & Intelligence20%- Logs & Business Analytics
  • 1. Log querying & filtering
  • 2. Business metrics & KPIs
  • 3. Impact analysis on business outcomes
- Problem Detection & Root Cause Analysis
  • 1. AI-driven anomaly detection
  • 2. Event correlation & causal analysis
Topic 5: Infrastructure & Cloud Monitoring20%- Host & Process Monitoring
  • 1. Resource utilization: CPU, memory, disk, network
  • 2. Process group & container visibility
- Kubernetes & Cloud Environments
  • 1. Cloud provider integrations: AWS, Azure, GCP
  • 2. Cluster, node & workload monitoring

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Dynatrace Associate Certification Exam Sample Questions (Q76-Q81):

NEW QUESTION # 76
Select the log ingestion options available. (Select all that apply)

Answer: A,D,E

Explanation:
Dynatrace supports multiple methods for log ingestion :
* OneAgent automatically collects logs from monitored hosts and containers
* Dynatrace API allows pushing logs directly into the platform
* Dynatrace Extensions can be used to ingest logs from specific technologies Dynatrace Operator is used for Kubernetes deployment, not direct log ingestion.
Dynatrace Hub is a repository for extensions, not an ingestion mechanism itself.
Reference: Based on official Dynatrace University training materials on log monitoring and ingestion methods.


NEW QUESTION # 77
What are the critical features available with the Dynatrace Application Security feature?

Answer: A,D

Explanation:
Dynatrace Application Security provides:
* Runtime Vulnerability Analytics - detection of vulnerabilities in running applications
* Runtime Application Protection (RASP) - protection against exploits in real time It does NOT provide:
* Automatic remediation
* Traditional static/on-demand code scanning
Reference: Based on official Dynatrace University training materials on Application Security.


NEW QUESTION # 78
What steps would I need to perform to analyze logs?

Answer: C,E

Explanation:
To analyze logs in Dynatrace, two essential steps are required:
* Ingest logs into Dynatrace - logs must first be collected and stored in the platform (Grail)
* Use DQL (Dynatrace Query Language) - to query, filter, and analyze the ingested log data These steps allow users to extract insights, detect issues, and correlate logs with other observability data.
Other options are not part of log analysis:
* RUM is for user experience monitoring
* Distributed Traces are for request tracking
* Operator is for Kubernetes deployment
Reference: Based on official Dynatrace University training materials on log monitoring and DQL.


NEW QUESTION # 79
Which of the following capabilities are available on the Dynatrace Platform?

Answer: A,C,D,E

Explanation:
Dynatrace provides a comprehensive observability platform including:
* Application Observability - full-stack monitoring of applications
* Infrastructure Observability - monitoring hosts, cloud, and containers
* Business Events Monitoring - capturing and analyzing business data
* Application Security - runtime vulnerability detection and protection OpenSource is not a Dynatrace platform capability.
Reference: Based on official Dynatrace University training materials covering platform capabilities.


NEW QUESTION # 80
Which options exist to send OpenTelemetry data to Dynatrace?

Answer: A,C,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 # 81
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