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NEW QUESTION # 23
A large healthcare company has a legacy system which leverages a relational database management system (RDBMS) to keep track of patient records and has multiple tables that represent different entities like demographics, patient visits, diagnoses, treatments and insurance. The company is planning to use Adobe Real-Time Customer Data Platform (Adobe Real-Time CDP) to consolidate all their patient data and help in deriving meaningful insights. They plan to use Adobe Real-Time CDP to translate their RDBMS data model to Experience Data Model (XDM) for ease of data management and real-time analytics. However, they need to ensure that they translate their data model optimally to take full advantage of Adobe Real-Time CDP's features while keeping consistency and data integrity. Considering the data relations, which approach would the data architect adopt to best migrate RDBMS data into XDM?
Answer: C
Explanation:
Migrating from a highly normalized RDBMS to Adobe Real-Time CDP requires transitioning from a "table- join" mindset to aProfile-plus-Behaviormodel. In Adobe Experience Platform, the core of the NoSQL architecture is theReal-Time Customer Profile, which is assembled from two distinct types of data:
attributes and events.
The optimal approach (Option C) involves creating anXDM Individual Profileschema to act as the "source of truth" for slow-changing patient demographics (e.g., name, DOB, insurance ID). Simultaneously, time- series data such as patient visits, diagnoses, and treatments should be modeled using theXDM ExperienceEventclass. Unlike an RDBMS where you might link five tables via foreign keys, XDM uses Primary Identitiesand theIdentity Serviceto "stitch" these events to the profile in real-time.
Option A is technically incorrect because "demographics" and "patient events" are not the names of the base classes (the classes areXDM Individual ProfileandXDM ExperienceEvent). Option B (monolithic) would create a massive, non-performant record that fails to capture the chronological nature of healthcare visits.
Option D is incorrect because Adobe Experience Platform does not support traditional SQL composite keys for linking schemas; instead, it relies on a flattened, denormalized event structure orLookup Relationships.
By using a Profile-Event architecture, the healthcare provider can perform real-time segmentation (e.g.,
"Patients with Diagnosis X who visited in the last 24 hours") with extreme efficiency.
NEW QUESTION # 24
An Adobe Real-Time CDP (RTCDP) customer has 5 million profiles and a 300kb average profile richness license. Their current usage stands at 4 million profiles across multiple identities and
100kb profile richness. The marketing team in the organization is tasked to provide new prospect use cases to be delivered using RTCDP to increase customer acquisition. What key question should the data team ask the marketers to stay within license compliance?
Answer: C
NEW QUESTION # 25
A tech company with multiple platform engineering teams needs to manage the different sandboxes within their Adobe Experience Platform (AEP). They need to easily distinguish between multiple sandbox environments, and effectively manage data and segregate customer profiles across the multiple services. What is a recommended AEP feature to accomplish this?
Answer: B
Explanation:
Adobe Experience Platform utilizesSandboxesas the primary mechanism for environment management and data segregation. Sandboxes are virtual partitions within a single AEP instance that allow teams to develop and test features in isolation from the Production environment.
Each sandbox has its own independentReal-Time Customer Profilestore, schemas, datasets, and segments.
This ensures that customer profiles in a "Development" sandbox are never mixed with those in "Production," which is essential for data integrity and testing. By using theSandbox feature(Option B), the tech company can create dedicated environments for different engineering teams (e.g., "Web Team Sandbox," "Mobile Team Sandbox," or "QA Sandbox").
Combined withAttribute-Based Access Control (ABAC), administrators can assign specific teams and users to only the sandboxes relevant to their work. This provides a clean separation of concerns and prevents accidental changes to live production data. Options A, C, and D are features that operatewithina sandbox or across the platform for specific tasks (like compliance or governance), but they do not provide the foundational environment segregation and profile isolation that the Sandbox feature is designed to deliver.
NEW QUESTION # 26
A data engineer must set up alerts for a Real-Time CDP project. Which two channels of Alerts are available to the engineer? (Choose two.)
Answer: C,D
NEW QUESTION # 27
A company collects customer data from various sources, including customer relationship management (CRM) systems, website interactions, and in-store purchases. To create a unified Real-Time Customer Profile in Adobe Experience Platform, which approach should be taken?
Answer: D
Explanation:
To create a unified Real-Time Customer Profile, Adobe Experience Platform relies on theIdentity Serviceto stitch data together across disparate sources. The correct approach involves configuringIdentity Namespaces within the XDM schemas used by each data source. An Identity Namespace provides context for an identity value (e.g., distinguishing an "Email" from a "CRM ID").
When multiple datasets are "Profile-enabled," the system looks for common identity markers. For example, a CRM record might contain a CRM_ID and an Email, while a website interaction contains an ECID and an Email. By defining these fields as identities within their respective schemas and assigning them to the correct namespaces, theIdentity Graphcan link the CRM_ID to the ECID via the shared Email.
Option A is incorrect because using a single namespace for different ID types would lead to data collisions and failed resolution. Option C is incorrect because datamustbe mapped to XDM and enabled for Profile to be included in the unified view; raw, unmapped data remains in the data lake and cannot participate in real-time services. Option D is a strategic choice but not a technical requirement for unification; the platform is designed to handle both high-velocity behavioral data and high-volume batch data (offline) simultaneously to form a complete 360-degree view.
NEW QUESTION # 28
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