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Adobe Real-Time CDP Business Practitioner Professional Sample Questions (Q26-Q31):

NEW QUESTION # 26
A customer is bringing their brand data using Mobile and Web SDK into AEP to use for brand marketing using Adobe Real-Time CDP. The client has a license limited to 5 million Addressable Audience. What strategy should be adopted by the Data Architect to keep profile count in check and within license limits?

A. Pseudonymous TTL
B. Privacy API Deletes
C. Experience Event TTL
D. Datalake Storage TTL

Answer: A

Explanation:
In Adobe Experience Platform, managing theAddressable Audiencecount is critical for license compliance, especially when ingesting high volumes of top-of-funnel data via Web and Mobile SDKs.Pseudonymous TTL (Time-to-Live)is the primary architectural strategy used to automatically manage the lifecycle of profiles that lack a durable identity.
When users browse a website or app anonymously, the system creates profiles keyed off apseudonymous identifier(like an ECID). Without a management strategy, these transient profiles persist indefinitely, quickly exhausting the 5 million profile license limit. By configuring aPseudonymous TTLat the sandbox or identity level, the architect can instruct theReal-Time Customer Profileservice to automatically delete profiles that have not seen any activity within a specific timeframe (e.g., 14 or 30 days) and do not possess a "durable" identity (such as an Email or CRM ID).
Option A (Experience Event TTL) removes individual events but does not delete the profile record itself.
Option B (Privacy API) is intended for one-off GDPR/CCPA requests, not automated capacity management.
Option D (Datalake Storage TTL) only affects the long-term storage and not theActive Profilecount used for licensing. By implementing Option C, the architect ensures that only active or known customers occupy the 5 million slots, while stale, anonymous fragments are purged to make room for new prospects.

NEW QUESTION # 27
A data architect for a global retailer wants to ingest batch data into Adobe Real-Time Customer Data Platform. The data consists of a large number of customer profiles that need to be loaded in bulk. The architect is also looking to reduce the load on the infrastructure while maintaining high throughput. Which method would the architect use to load batch data into the Adobe Real-Time CDP effectively?

A. Using the Adobe Real-Time Customer Data Platform directly without APIs
B. Using the Batch Ingestion API with specified batch sizes
C. Using a single HTTP API request to send a batch of messages

Answer: B

Explanation:
For high-volume data loading, theBatch Ingestion APIis the architecturally sound choice for maintaining high throughput while managing system resources effectively. Unlike streaming ingestion, which processes messages individually, the Batch Ingestion API allows for the uploading of large data files (such as Parquet or JSON) that are processed as a single unit of work.
To optimize infrastructure load, the architect should utilizespecified batch sizes. Adobe Experience Platform provides a "Large File Upload" workflow within the Batch Ingestion API that allows developers to break a single large file into smaller chunks, which are then stitched together on the platform side. This prevent timeouts and memory issues on the client-side infrastructure while ensuring the platform's ingestion engine can process the data in a scalable manner.
Option A is incorrect because a single HTTP API request is typically used for streaming or small payloads, not bulk profile loading. Option B is not a technical method, as even the UI utilizes these underlying APIs. By leveraging the Batch Ingestion API, the retailer can ensure that millions of profile records are validated against XDM schemas and moved into theData LakeandReal-Time Customer Profilestore with high efficiency and robust error reporting.

NEW QUESTION # 28
A healthcare client plans to send data from a wearable device using the Edge data ingestion capability of Adobe Experience Platform. The data architect of the client has created a schema that includes fields labeled as sensitive. If a Datastream is created that is associated with the mentioned schema above, what are the services that can be added to the Datastream?

A. Only HIPAA-ready services like Adobe Experience Platform
B. Any HIPAA-ready or non-HIPAA-ready services that can be configured in a Datastream
C. Only Adobe services like Adobe Experience Platform, Adobe Analytics, Adobe Target, Adobe Audience Manager, etc.
D. Adobe Experience Platform and non-HIPAA-ready Event Forwarding service

Answer: A

NEW QUESTION # 29
A data scientist is working with Adobe Real-Time CDP and wants to ensure better monitoring of data streams. Which feature in the Adobe Experience Platform User Interface would the data scientist use to monitor the data ingestion process in real time?

A. Dataset Management Dashboard
B. Datastream Activity
C. Streaming end-to-end Monitoring
D. Data Quality and Compliance Dashboard

Answer: C

Explanation:
For a data scientist or engineer looking to monitor the flow of data from ingestion through to the profile store, Streaming end-to-end Monitoring (Option B)is the specialized UI feature within Adobe Experience Platform. This capability provides a visual representation of data health and throughput as it moves through the platform's various stages.
Unlike standard dataset views, end-to-end monitoring allows users to track high-velocity data streams and identify where potential bottlenecks or failures are occurring-whether at theSource, duringXDM validation, or during the final upsert into theReal-Time Customer Profile. This real-time visibility is critical for ensuring that behavioral data is correctly fueling segmentation and activation use cases.
Option A (Data Quality and Compliance) is focused on governance and attribute completeness over time rather than real-time stream monitoring. Option C (Dataset Management) provides a static view of stored data files and record counts but lacks the temporal "flow" perspective needed for real-time analysis. Option D (Datastream Activity) refers to theEdge Networkconfiguration logs, which monitor data reaching the Edge, butStreaming end-to-end Monitoringis the comprehensive choice for viewing the data's journey through the core Adobe Experience Platform services.

NEW QUESTION # 30
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. Create Audience with "Enrich audience" method
B. Use "Analyze audience" to add attributes to existing audience definitions
C. Create Audience with "Compose audience" method
D. Create Audience with "Build rule" method

Answer: C

NEW QUESTION # 31
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