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Dynatrace Dynatrace-Associate Exam Syllabus Topics:

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

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Dynatrace Associate Certification Exam Sample Questions (Q14-Q19):

NEW QUESTION # 14
I want to import metrics on a platform that is not supported by the OneAgent, what options do I have? (Select all that apply)

Answer: B,D

Explanation:
When a platform is not supported by OneAgent, Dynatrace provides alternative methods to ingest metrics:
* OpenTelemetry allows ingestion of metrics using open standards, enabling integration with unsupported platforms by exporting telemetry data into Dynatrace
* Dynatrace Extensions (especially Extensions v2) allow users to collect custom metrics from technologies that are not natively supported Installing ActiveGate alone does not enable metric ingestion unless it is used in combination with extensions or APIs. Creating a Dynatrace App is unrelated to metric ingestion and is instead used for building custom UI or workflows within the platform.
Reference: Based on official Dynatrace University training materials on metric ingestion and extensions.


NEW QUESTION # 15
What are the different Event Categories in Dynatrace?

Answer: A

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 # 16
I need to perform data transformation on logs during the ingestion phase, which capability provides this functionality?

Answer: B

Explanation:
Log Processing rules in Dynatrace allow transformation of log data during the ingestion phase.
They enable:
* Parsing and structuring log data
* Masking sensitive information
* Enriching logs with additional attributes
* Filtering and modifying log content before storage
Other options are unrelated:
* Anomaly detection rules are for alerting
* Log events are outputs, not transformation tools
* Custom process monitoring rules and service detection rules are unrelated to logs Reference: Based on official Dynatrace University training materials on log monitoring and processing.


NEW QUESTION # 17
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 # 18
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 # 19
......

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