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NEW QUESTION # 35
A large retail company is currently using a traditional relational database management system (RDBMS) to store and manage order data. However, the company is experiencing scalability and performance issues as the number of orders continues to grow. The company is considering loading to Adobe Real-Time CDP to take advantage of its Experience Data Model (XDM) data model and real-time data capabilities.
The company's order table includes the following attributes:
* Order ID
* Customer ID
* Order date
* Order status
* Shipping address
* Billing address
The company's order items table includes the following attributes:
* Order ID
* Item ID
How would the architect translate this data model into Adobe Experience Platform XDM data model?
Answer: C
Explanation:
In Adobe Real-Time CDP, transactional data such as orders and their associated line items are best represented using theXDM ExperienceEventclass. Unlike traditional RDBMS structures that require separate tables for headers and details joined by a foreign key, XDM is optimized for adenormalized, hierarchical NoSQL model.
For this retail use case, the architect should create a singleXDM ExperienceEvent schema. The "Order" attributes (Order ID, Date, Status, Addresses) form the base of the event, while the "Order Items" are typically modeled as anarray of objectswithin that same schema. This approach allows the platform to capture the entire transaction as a single "point-in-time" event. By marking the Customer ID as anIdentity, the platform's Identity Service automatically links these transactional events to the correctReal-Time Customer Profile.
Option B is incorrect because Order data is behavioral and immutable (events), whereas the Individual Profile class is reserved for stateful, slow-changing customer attributes. Options C and D are incorrect because they suggest creating multiple schemas or custom schemas to replicate the relational model. Using multiple schemas for a single transaction would necessitate complex joins, which defeats the performance benefits of the Adobe Experience Platform's NoSQL architecture. By using a single ExperienceEvent schema, the company achieves maximum scalability and ensures that the data is immediately available for high- performance segmentation and real-time activation.
NEW QUESTION # 36
Which two activation patterns would be most suitable to implement when the marketer needs to send updates to a third-party tool at daily intervals? (Choose two.)
Answer: A,B
Explanation:
When a business requirement specifies that data updates must be sent to a third-party tool at a fixed daily interval, the architecture must leverageBatch (C)andScheduled (D)activation patterns. In Adobe Real-Time CDP, destinations are categorized based on how they receive data.Batch-based destinations(such as Amazon S3, SFTP, or Azure Blob Storage) are specifically designed to export data in files rather than individual event streams.
TheScheduledpattern is the operational component that triggers these batch exports. Within the destination dataflow configuration, a marketer can define an export schedule, such as "Daily," to ensure that all profile attributes and segment memberships that have changed or qualified since the last run are bundled into a file and delivered to the external tool. This approach is highly efficient for third-party systems that do not support real-time APIs or for use cases where high-volume data synchronization is preferred over instantaneous updates.
Options A and B are incorrect for this specific use case.Real-Time(streaming) activation sends updates immediately as they occur, which contradicts the "daily interval" requirement.Asynchronousis a technical processing method but not a configurable activation pattern within the Adobe Experience Platform UI. By combining a Batch destination with a Daily Schedule, the marketer ensures predictable data delivery that aligns with the processing capabilities of the third-party tool while maintaining system performance by avoiding unnecessary constant streaming.
NEW QUESTION # 37
A retail company uses Adobe RT-CDP and receives an alert about a quota breach for profile activations.
What should the administrator do first?
Answer: C
NEW QUESTION # 38
A data engineer needs to send data collected from IoT devices into AEP Edge network using the Edge Network Server API. The engineer also needs to ensure that the APIs executed are secured and in real-time.
What endpoint configuration is required to be set up by the data engineer?
Answer: B
NEW QUESTION # 39
Which component is critical for mapping ingested data to customer profiles?
Answer: D
NEW QUESTION # 40
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