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NEW QUESTION # 74
Which of the following is the default threshold type used for anomaly detection on Hosts (CPU saturation, memory saturation, disk utilization...)?
Answer: B
Explanation:
Dynatrace uses Automated Multi-Dimensional Baselining as the default anomaly detection method for host metrics such as CPU, memory, and disk utilization.
This approach:
* Automatically learns normal behavior patterns over time
* Adjusts thresholds dynamically based on historical data
* Considers multiple dimensions such as time of day and workload patterns This allows Dynatrace to detect anomalies more accurately compared to fixed thresholds.
Static thresholds are manually defined and not the default.
Other options are unrelated to anomaly detection mechanisms.
Reference: Based on official Dynatrace University training materials covering anomaly detection and Davis AI.
NEW QUESTION # 75
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 # 76
Name the 3 pillars of observability?
Answer: A,C,D
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 # 77
I need to count the number of occurrences of a log entry, which Dynatrace capability provides this?
Answer: C
Explanation:
Log Metrics allow converting log occurrences into measurable metrics.
They enable:
* Counting occurrences
* Creating thresholds and alerts
* Trend analysis
Other options:
* Log Viewer = manual view
* Log Events = alerting
* Anomaly detection = metric-based
Reference: Based on official Dynatrace University training materials on log analytics.
NEW QUESTION # 78
Which of the following properties are added to your ingested log data when trace enrichment for logs is enabled? (Select all that apply)
Answer: A,B,C
Explanation:
When trace enrichment for logs is enabled in Dynatrace, additional metadata is automatically added to logs to correlate them with distributed traces.
The key properties added include:
* dt.trace_id - uniquely identifies the distributed trace
* dt.span_id - identifies the specific span within the trace
* dt.entity.process_group_instance - links the log to the specific monitored process instance These attributes enable:
* Seamless correlation between logs and traces
* End-to-end observability across services
* Faster root cause analysis by linking logs directly to transactions
The other options are not part of trace enrichment:
* dt.security_context is related to log access control, not trace enrichment
* DT_RELEASE_VERSION is used for versioning metadata, not tracing
Reference: Based on official Dynatrace University training materials covering log monitoring and trace-log correlation.
NEW QUESTION # 79
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