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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Digital Experience Management (DEM) | 16% | - Synthetic monitoring - Mobile monitoring (iOS & Android) - User session analysis - Real User Monitoring (RUM) |
| Topic 2: Installation & Configuration | 20% | - Application instrumentation - OneAgent deployment - Tags and management zones - ActiveGate setup - Infrastructure monitoring configuration |
| Topic 3: Problems & Resolution | 14% | - Event correlation - Alerts and notifications - Davis AI anomaly detection - Problem lifecycle and root cause analysis |
| Topic 4: Components & Architecture | 8% | - Integration with 3rd party systems - System communication and data reporting - Grail data lakehouse - Dynatrace structure and components - OneAgent, ActiveGate, Dynatrace Platform |
| Topic 5: Reporting & Analysis | 18% | - Notebooks and investigation - DQL (Dynatrace Query Language) - Log management and analytics - Business analytics and KPIs - Dashboards and visualization |
| Topic 6: Capabilities & Monitoring | 24% | - How Dynatrace operates in your environment - Smartscape real-time topology - Data gathering and analysis - Full-stack performance monitoring of applications - PurePath distributed tracing |
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NEW QUESTION # 22
Name the 3 pillars of observability?
Answer: B,C,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 # 23
What Dynatrace tool is utilized to initially perform Application Security monitoring?
Answer: B
Explanation:
OneAgent is the primary component used to initially enable Application Security (AppSec) monitoring in Dynatrace.
It automatically:
Instruments application code
Detects vulnerabilities at runtime
Captures security-related data such as code-level weaknesses and attack vectors This built-in capability allows Dynatrace to provide continuous application security without requiring additional manual instrumentation.
AppSec Apps are used to analyze and visualize detected vulnerabilities but rely on data collected by OneAgent.
ActiveGate handles communication and routing.
OpenTelemetry is used for telemetry ingestion, not native AppSec monitoring.
Reference: Based on official Dynatrace University training materials covering Application Security and OneAgent capabilities.
NEW QUESTION # 24
Welcome to the Practical section of your exam!
This portion of the exam requires you to configure and analyze various components within Dynatrace and is open book using Dynatrace documentation ONLY by opening a new tab. The Dynatrace Operator is already deployed for you in a Kubernetes environment (Linux host) in Cloud-Native Full-Stack. The easyTrade and easyTravel applications are also already deployed for you. You will most likely only interact with the Dynatrace Environment (SaaS Platform). For a majority of these questions: paste or attach your screen captures directly to the question using the image control.
Information for connecting to exam components is provided in Dynatrace University in your event classroom.
Open the Associate Exam Event / Classroom and go to the Environments tab, https://universitv.dvnatrace.com
/account/events
If you deem it necessary: you may use SSH through the built in terminal or through an SSH client of your choice. Use the IP address and credentials provided to log in to the Linux virtual machine running your Kubernetes cluster. When you SSH to the public IP and are presented with the credential prompt, enter the provided username and then the provided password.
Review these and additional instructions for connecting to your environment and creating screenshots by clicking 'View all questions' and then the 'Info' icon.
easyTravel Information
easyTravel is a multi-tier application implemented in .Net and Java. It provides a web portal which allows users to log in, search for journeys to various destinations, select promotional journeys that are offered, and to book a journey using credit card details. Additionally, a Business-to-Business (B2B) web portal for travel agencies is provided where travel agencies can manage the journeys that they offer and can review reports about created bookings.
easyTrade Information
easyTrade is also a multi-tier application that allows you to login as a fake user or even create a new user.
After which point, you are able to buy and sell stocks or deposit money into your balance using fake information. These interactions will create transactions in Dynatrace for you to analyze. However, there is a load generator running which means that interacting with this page should not be necessary to answer the questions.
Tips for completing tasks:
1. Read each task carefully and fully before starting, and then follow the instructions to complete each task.
2. Be sure your screen captures match the requirements stated and are readable.
3. To create your screen captures, you can zoom your screen, or take multiple screenshots to show all the areas requested. You can attach multiple images to the same question. It is recommended to provide more proof than necessary and document your steps. When in doubt, the old saying "show your work", comes in handy.
4. Use a screen capture tool to create and then copy to your clipboard and paste screen captures directly into the file upload control. To upload a file, allowed file types for the upload are: Jpg, .jpeg, and .png.
5. When saving your images for upload into the test be sure that your image titles do not contain the following characters:!,-,_,.,",',(,).
6. To access the web portal, use the links found in the SSH terminal. They will be listed as soon as you login.
Tasks1:
An application team needs to know how much memory their application, EasyTrade, is taking up in their Kubernetes cluster. They have to see the memory usage for all the pods running in the "easytrade' namespace, summed up into a single metric. Use a Dashboard in the new Platform interface (not Dashboards Classic) to show this information to the team and set the timeframe for this data to look at the last 30 minutes. Call this dashboard "EasyTrade memory usage".
Screen capture(s) required:
Upload image(s) that show the following:
1. A dashboard "EasyTrade memory usage".
2. The tile used to display memory usage for all pods in the "easytrade" namespace as well as its configuration.
Answer:
Explanation:
See the solution below
Explanation:
Objective
Create a dashboard in the new Dynatrace platform (NOT Classic) that shows:
* Memory usage
* For all pods
* In easytrade namespace
* Summed into a single metric
* Timeframe = Last 30 minutes
* Dashboard name = EasyTrade memory usage
# STEP-BY-STEP EXECUTION
# Step 1: Open Dashboards (New Platform)
* Go to: # Dashboards & Notebooks
* Click: # Dashboards
* Click: # Create Dashboard
# Step 2: Name the Dashboard
* Set name exactly as: # EasyTrade memory usage
## Match spelling exactly (case-sensitive matters sometimes)
# Step 3: Add a Tile
* Click: # Add Tile
* Select: # Data Explorer
# Step 4: Select the Correct Metric
In the metric selector:
# Choose:
* Kubernetes container memory usage
Typical metric:
builtin:kubernetes.container.memory.usage
# Step 5: Apply Namespace Filter
* Add filter: # Kubernetes Namespace = easytrade
## This is CRITICAL (without this # wrong answer)
# Step 6: Aggregate Data (MOST IMPORTANT STEP)
* Set: # Aggregation = SUM
# This ensures:
All pods memory = ONE combined value
# Step 7: Remove Splitting
* Ensure: # No Split by anything (pod/container/etc.)
## If you see multiple lines # YOU DID IT WRONG
# Step 8: Choose Visualization
Pick one:
* # Single value tile (BEST for exam)
* OR simple graph (no split)
# Step 9: Set Timeframe
Top right of dashboard:
# Set:
* Last 30 minutes
# Step 10: Save Dashboard
* Click: # Save
NEW QUESTION # 25
Select the topology levels that support the viewing of Problems. (Select all that apply)
Answer: A,B,E,F
Explanation:
Dynatrace Problems can be viewed across key monitored entities:
* Processes
* Hosts
* Applications
* Services
These are core topology layers where Davis AI correlates issues.
Other options:
* Synthetics and Data Center are not primary topology levels for problem views Reference: Based on official Dynatrace University training materials on Smartscape and problem analysis.
NEW QUESTION # 26
In Distributed Traces, how is the trace-id propagated in an environment?
Answer: A
Explanation:
In distributed tracing, Dynatrace follows standard tracing protocols (such as W3C Trace Context), where the trace ID is propagated via HTTP headers between services.
This enables:
* End-to-end trace continuity across services
* Correlation of requests across distributed systems
* Seamless tracking through microservices architectures
The trace context is typically included in headers like traceparent, ensuring each downstream service continues the same trace.
Other options are incorrect because:
* XML and JSON payloads are not used for trace propagation
* TLS handshake is unrelated to trace context propagation
Reference: Based on official Dynatrace University training materials covering distributed tracing and W3C trace context.
NEW QUESTION # 27
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