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NEW QUESTION # 78
Which key distinction differentiates edge profiles from hub profiles?

• A. Edge profiles are used for batch processing, while hub profiles are for real-time actions.
• B. Edge profiles store data locally for low-latency processing, while hub profiles store data centrally.
• C. Edge profiles only support structured data, while hub profiles support unstructured data.
• D. Edge profiles are exclusive to offline data sources, while hub profiles handle online data.

Answer: B

NEW QUESTION # 79
A marketer needs to ensure the smooth delivery of audience data to destinations in Adobe Experience Platform. The marketer has chosen to use the following alerts: Segment Job Failure, Segment Job Delay, Identity Service Flow Run Failure.
Which additional alert can a marketer proactively monitor as part of the data delivery process?

• A. Identity Service Flow Run Delay
• B. Query service scheduled query failure
• C. Segment Definition Disabled
• D. Sources Flow Run Failure

Answer: A

NEW QUESTION # 80
What metrics are tracked for license usage in Adobe RT-CDP? (Select two.)

• A. Number of active profiles.
• B. Data ingestion volume.
• C. Customer campaign performance.
• D. Real-time personalization settings.

Answer: A,B

NEW QUESTION # 81
A data engineer has loaded a single order event with a status of "order_placed" into the Real- Time Customer Profile. The event utilizes an Experience Event class-based schema/dataset where the email address is marked as the primary identity.
The event is as follows:
_id: 1234 (unique id of the event)
timestamp: 2023-10-06T12:00:00Z (timestamp the event occurred)
Email: [email protected] (primary identity -- who the event
belongs to)
status: order_placed (status of the event)
A few hours later the data engineer sends an updated order event into the Real-Time Customer Profile stating the order status is now "order_shipped".
The event is as follows:
_id: 1234
timestamp: 2023-10-06T14:00:00Z
Email: [email protected]
status: order_shipped
When the data engineer looks up the profile, the new event does not appear with the
"order_shipped" status on the profile, but it is in the Data Lake.
Why did this happen?

• A. The Real-Time Customer Profile had a processing error during ingestion.
• B. The Real-Time Customer Profile skipped the record as the _id was already existing.
• C. The Real-Time Customer Profile skipped the record as the timestamp was different.
• D. The Real-Time Customer Profile only accepts one event per timestamp per primary identity.

Answer: B

NEW QUESTION # 82
While modeling the real-time customer profile, it is discovered that a single customer profile can have multiple address types (Home, Office, Shipping) as seen from the customer's data warehouse. Given this discovery, what is the best option to choose for modeling the customer addresses for the Real-Time Customer Profile?

• A. Model addresses as an array of addresses in an XDM Individual Profile class-based schema
• B. Model addresses as static key-value pairs in a lookup table outside of the XDM schema
• C. Model addresses as individual events using an XDM Experience Event class-based schema
• D. Model each address as its own distinct object within an XDM Individual Profile class-based schema

Answer: D

NEW QUESTION # 83
What are characteristics of static segments? (Select two.)

• A. Ideal for historical analysis and reporting.
• B. Updates automatically when customer behavior changes.
• C. Requires real-time data streaming.
• D. Fixed membership that does not change over time.

Answer: A,D

NEW QUESTION # 84
After going live with an Adobe Real-Time CDP implementation, a data architect notices that a field defined in field group A should actually be part of field group B.
How can this issue be resolved?

• A. Use the schema editor in the AEP UI to directly move the field to the new field group
• B. Remove the field from field group A and create it inside of field group B after deleting all datasets linked to the XDM schema
• C. Use the move schema endpoint in the schema registry API after deleting all datasets linked to the schema
• D. Remove the field from field group A and create it inside of field group B after creating all datasets for the target XDM schema

Answer: B

NEW QUESTION # 85
What are characteristics of advanced data ingestion techniques in Adobe RT-CDP? (Select two.)

• A. Configuring ingestion workflows for hybrid batch and streaming use cases.
• B. Mapping data directly to campaign activation rules.
• C. Using custom schemas for flexible data structures.
• D. Leveraging machine learning for data normalization.

Answer: A,C

NEW QUESTION # 86
What is a common use case for batch data ingestion in Adobe RT-CDP?

• A. Real-time website interaction tracking.
• B. Low-latency personalization for email campaigns.
• C. Identity stitching for cross-device activities.
• D. Periodic uploads of customer transaction history.

Answer: D

NEW QUESTION # 87
What are benefits of using the Identity Graph in Adobe RT-CDP? (Select two.)

• A. Resolves multiple identifiers into a single customer profile.
• B. Enhances manual identity mapping workflows.
• C. Enables probabilistic and deterministic identity resolution.
• D. Prevents unification of structured and unstructured data.

Answer: A,C

NEW QUESTION # 88
A marketer has a requirement to enrich the audience which was already created with a few additional attributes from a specific dataset.
Which should a marketer use to create the new enriched audience?

• A. Use "Analyze audience" to add attributes to existing audience definitions
• B. Create Audience with "Build rule" method
• C. Create Audience with "Compose audience" method
• D. Create Audience with "Enrich audience" method

Answer: C

NEW QUESTION # 89
A marketer views the license usage dashboard first thing in the morning and notices the average profile richness metric is hovering around 300KB per profile when they only have 100KB in their contract. The marketer appropriately identifies a dataset causing the issue and determines they can drop the entire dataset without impacting their marketing use cases. They know the dataset contributes around ~150KB of average profile richness per profile. When the marketer reviews the dashboard license usage dashboard before the end of the day, they notice it has not been updated with the 150KB of richness removed. They confirm the data is deleted from the profile and are confused.
Assuming no other factors are present that are contributing to the average profile richness, why is the dashboard still showing the old value of 300KB?

• A. The marketer forgot the license usage dashboard only updates one time per day.
• B. The marketer needs to manually run the "Update license usage" job to refresh the metrics.
• C. The marketer needs to wait until the next streaming segmentation job runs.
• D. The marketer needs to re-enable the deleted dataset for the dashboard to reflect the changes.

Answer: A

NEW QUESTION # 90
Which component plays a key role in identity stitching in Adobe RT-CDP?

• A. Data Ingestion APIs
• B. Data Governance Service
• C. Identity Graph
• D. Unified Profile Dashboard

Answer: C

NEW QUESTION # 91
A retail company wants to send product recommendations to customers who recently browsed their website, within seconds of their interaction.
Which activation pattern should they use?

• A. Edge-based activation.
• B. Batch activation.
• C. Manual activation.
• D. Scheduled activation.

Answer: A

NEW QUESTION # 92
What is the primary purpose of governance in Adobe RT-CDP?

• A. Performing deterministic identity resolution.
• B. Optimizing data ingestion workflows.
• C. Ensuring data compliance and proper usage across services.
• D. Creating static and dynamic segments.

Answer: C

NEW QUESTION # 93
What does license usage tracking in Adobe RT-CDP help organizations manage?

• A. Customer segmentation rules.
• B. Compliance with data usage policies.
• C. Batch ingestion workflows.
• D. Platform resource utilization and quota limits.

Answer: D

NEW QUESTION # 94
A marketer is loading both first and last name from two sources (Loyalty and CRM). At activation time, the marketer would like to use the first name from their Loyalty schema and a last name from their CRM schema.
Can the marketer accomplish this?

• A. No, this cannot be done because merge policies cannot pick and choose fields from various datasets
• B. Yes, by configuring a merge policy to use field precedence setting first name from Loyalty and last name from CRM
• C. Yes, by configuring a merge policy to use dataset precedence setting Loyalty first and CRM second
• D. No, this cannot be done because merge policies cannot merge record-based datasets together

Answer: A

NEW QUESTION # 95
What is the role of the Identity Graph in profile composition?

• A. Mapping predefined customer journeys.
• B. Linking multiple identifiers to a single profile.
• C. Generating data schemas for ingestion.
• D. Managing batch processing workflows.

Answer: B

NEW QUESTION # 96
Which feature in Adobe RT-CDP is used to notify users about workflow errors or critical events?

• A. Role-Based Access Control (RBAC).
• B. Alerts and notifications.
• C. Audience segmentation dashboard.
• D. Identity stitching monitor.

Answer: B

NEW QUESTION # 97
A segment has a total audience size of 12 million profiles. The segment is activated to an Amazon S3 destination.
How many files would land in the Amazon S3 destination?

• A. One file (filename.csv)
  filename.csv (12 million profiles)
• B. Four files (filename.csv, filename_1.csv, filename_2.csv, filename_3.csv)
• C. Two files (filename.csv, filename_1.csv)
  filename.csv (6 million Profiles)
  filename_1.csv (6 million Profiles)
• D. Three files (filename.csv, filename_1.csv, filename_2.csv)
  filename.csv (5 million profiles)
  filename_1.csv (5 million profiles)
  filename_2.csv (2 million profiles)

Answer: D

NEW QUESTION # 98
A company based out of California would like to delete profile data from the Adobe Experience Platform (AEP) profile store and data lake based on their customer request. They have reached out to a Real-Time CDP consultant with the list of profiles to perform the deletion task for them.
What is the recommended approach to delete the profile data from AEP?

• A. Use the Segment Export feature to delete the profiles from the dataset and profile store
• B. Build a custom solution by leveraging the delete entity API to delete the profiles from both data lake and profile store
• C. Leverage query service, create a query by excluding the profiles shared by customer, delete the batches from dataset, and insert data from query output
• D. Leverage privacy service and submit the delete request under CCPA regulation type for a given namespace and identity value

Answer: D

NEW QUESTION # 99
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