A company is onboarding multiple external data sources into Adobe Real-Time CDP and they want to ensure that the profile merge is performed efficiently. In what two ways could they configure the Identity Service to facilitate an efficient profile merge? (Choose two.)

• A. Create separate identity namespaces for each data source
• B. Merge the data sources manually using the Union tool
• C. Ensure the external data sources have the same identity namespaces to reduce data redundancy
• D. Set up the appropriate Namespaces in Identity Service to create unified profiles
• E. Configure identity graph with unlimited capacity to ensure all profiles are stored

A data engineer has loaded several profile fragments onto a Real-Time Customer Profile The profile fragments use an Individual Profile class-based schema, where user-id is the primary identity. The engineer checks each fragment, as follows:

However, upon Inspection of the profile, they realize that only the email from Fragment 1 appears, while mobile and location from Fragments 2 and 3 do not.
What is the most likely reason for the missing data in Real-Time Customer Profile'

• A. Real-Time Customer Profile does not support mobile data.
• B. The fragments were not loaded m the correct order
• C. The profile fragments for mobile and location were not Included in the merge policy
• D. The fragments were not all loaded at the same time

A data engineer creates a custom identity namespace within Adobe Experience Platform. However, this custom Identity namespace is the wrong Identity type. What would the data engineer do to correct the situation?

• A. Delete the custom Identity Namespace from the Adobe Experience Platform User-Interface under Identities
• B. Create a new custom Identity Namespace with the correct Identity type
• C. Using the Identity Namespace APIs, update the custom Identity type
• D. Edit the Identity Namespace type within the Adobe Experience Platform User-interface under Identities

A company uses Real-Time Customer Profile and provides the following Customer Profile schema to the data architect in charge of designing the Real-Time Customer Profile:

They have business requirements to carry out customer segmentation based on purchasing behavior, demographic data (including gender), and multi-channel marketing activities and need to consider data consistency, and minimizing system complexity for future data ingestion and updates.
What would be the recommended modeling approach to accommodate these requirements?

• A. Define the customer-id and first_name fields as identities.
• B. Define the email and phone fields as identities
• C. Define the customer_id and email fields as identities
• D. Define the gender and customer-id fields as identities.

A company has completed their implementation of Adobe Experience Platform (AEP) and is successfully onboarding data and profiles, but they are struggling with managing data across their services. What tool would best aid the company in inspecting, manipulating, and analyzing dataset data in AEP Data Lake?

• A. Data Usage Labeling and Enforcement (DULE)
• B. Data Compliance Settings
• C. Data Governance API
• D. Adobe Query Service