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NEW QUESTION # 12
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'
Answer: B
Explanation:
In Adobe Real-Time CDP, theReal-Time Customer Profiledoes not simply aggregate every piece of data ingested into the system by default. Instead, it utilizesMerge Policiesto determine which datasets are "trusted" and should contribute to the final, unified view of a customer. Even if data is successfully ingested into a dataset and correctly linked via a primary identity like user_id, it will not appear in the unified profile if the source dataset is not included in the active Merge Policy.
When the data engineer observes that attributes from Fragment 2 (Mobile) and Fragment 3 (Location) are missing while Fragment 1 (Email) is present, the most probable cause is that the datasets containing Fragments 2 and 3 have not been added to theDataset Precedenceor are not part of the union governed by the specific Merge Policy being viewed. In AEP, you can create multiple Merge Policies for different use cases; if the UI is set to a policy that only includes the "Email System" dataset, other attributes will remain hidden from that specific profile view.
Options B and C are incorrect because the Real-Time Customer Profile is designed to beeventually consistent and non-linear; the system handles fragments loaded at different times or in different orders by constantly re- evaluating the profile as new data arrives. Option D is factually incorrect, as Mobile and Location are standard attributes within XDM. Therefore, ensuring the datasets are correctly enabled for Profile and included in the relevant Merge Policy is the critical step for data visibility.
NEW QUESTION # 13
A data architect has scheduled a couple of queries using Adobe Experience Platform (AEP) query service UI and wants to configure an alert in AEP UI to alert when the scheduled query fails. The architect clicks on the alert section in AEP UI to subscribe for query failure alerts and notices that the query run failure alert configuration is missing, but the architect was able to subscribe for source flow run alerts.
What is a possible reason for the query service alerts subscription not appearing in the UI?
Answer: A
NEW QUESTION # 14
Which process is crucial for creating a unified customer profile in Adobe Experience Platform?
Answer: C
Explanation:
Creating a unified customer profile in Adobe Experience Platform (AEP) depends fundamentally on the Identity Serviceand its ability to bridge disparate data fragments. The crucial process is the configuration of theIdentity Graph, which serves as a map of relationships between various identity namespaces (such as Email, CRM ID, and ECID) across different datasets. When data is ingested, the Identity Service looks for these identifiers; if two different records share a common identifier, the service links them together in the graph.
Without a properly configured Identity Graph, data remains siloed in its original datasets. For example, if a
"Purchase" event from an offline system contains a CRM ID and a "Web Visit" event contains an ECID, the platform cannot know they belong to the same person unless a third record (perhaps a login event) connects the CRM ID to the ECID. Option A is incorrect because a unified profile requires both attributes and behavioral events to be useful. Option C defeats the purpose of a CDP, which is designed to integratemultiple sources. Option D is a result of the system's function but not the specific underlying process required to achieve unification. Therefore, reconciling identifiers through the Identity Graph is the technical foundation for the "Single View of the Customer."
NEW QUESTION # 15
A data engineer is working on a schema that has not been enabled for profile and contains an out-of-the-box field group.
In addition to adding a relationship and marking as identity, what is a valid change that can be made to the out-of-the-box field group?
Answer: D
NEW QUESTION # 16
Given the following segment definition:
Email address is not null
and City = Chicago
and State = Illinois
There is a profile that meets the criteria for the segment.
Given the following segment job runs:
T1: segment job run
T2: segment job run (city changes to Oakbrook)
T3: segment job run (Email address value changes)
What is the segment membership status at each time period?
Answer: B
NEW QUESTION # 17
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