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NEW QUESTION # 35
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?
Answer: A
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 # 36
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?
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 # 37
An engineer has been mandated with ingesting data via the Adobe Edge Network Server API for various data coming from the website. The engineer notices that there seems to be a discrepancy with the Edge profile not qualifying in real-time for various Edge-based personalization use cases.
Upon integration, the engineer finds that mid-stream some of the data appears to be routed to a different Edge likely caused by a customer turning on/off a VPN.
How best would the engineer resolve this issue to ensure all data is always routed to the same Edge in the initiating session?
Answer: C
NEW QUESTION # 38
A financial institution is migrating its customer transaction data from a relational database (RDBMS) to Adobe Real-Time CDP. The institution's transaction records include data points like customer ID, account type, transaction type, transaction amount, and transaction date. The data architect must ensure the transaction data can be linked to individual customer profiles in Adobe Real-Time CDP while also ensuring the data model maintains performance for real-time analysis and personalization use cases. What is the best approach to model this data in Adobe Real-Time CDP's NoSQL data model?
Answer: B
Explanation:
In Adobe Real-Time CDP, transaction data is inherently behavioral and time-bound. TheXDM ExperienceEventclass is the optimized choice for this data type because it is designed to capture immutable, point-in-time actions. Each transaction (containing amount, type, and date) should be treated as an event. By including thecustomer IDwithin this schema and marking it as anIdentity, the platform's Identity Service automatically associates these events with the correspondingXDM Individual Profile.
This approach is superior to Option C because the Individual Profile schema is intended for stateful attributes (like "current balance" or "account level"), not a growing list of transactions. Storing transactions in the profile would lead to extremely large profile fragments, degrading performance. Option A is inefficient as it creates schema sprawl; instead, a single ExperienceEvent schema should use a "transaction type" field to differentiate between deposits, withdrawals, or transfers.
By leveraging the NoSQL architecture of the Real-Time Customer Profile, these events are stored in a way that allows theSegmentation Serviceto evaluate them in milliseconds. For example, a segment could instantly identify "customers who made a transaction over $1,000 in the last hour." Linking via the customer ID ensures that as soon as a transaction is ingested, it is immediately visible on the unified profile for real-time personalization.
NEW QUESTION # 39
What are common activation patterns in Adobe RT-CDP? (Select two.)
Answer: A,B
NEW QUESTION # 40
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