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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q59-Q64):

NEW QUESTION # 59
Using SAP HANA as modeling focus, you want to combine data from different sources.
Which techniques can you use? Note: There are 2 correct answers to this question.

A. Calculation views
B. Stored procedures
C. BAPIs (Business Application Programming Inetrface)
D. AMDPs (ABAP Manged Database Procedures)

Answer: A,B

NEW QUESTION # 60
For which requirements do you suggest an SAP HANA modeling focus rather than an SAP BW/4HANA modeling focus? Note: There are 2 correct answers to this question.

A. Reporting on a harmonized set of master data
B. Finding the best match using a fuzzy search
C. Loading snapshots or deltas from different sources on a periodic basis
D. Leveraging SQL in-house knowledge

Answer: B,D

NEW QUESTION # 61
"What are benefits of separating master data from transactional data in SAP BW/4HANA? Note:
There are 3 correct answers to this question."

A. Allowing different data load frequency
B. Avoiding generation of SID values.
C. Providing language dependent master data texts.
D. Reducing the number of data transfer processes
E. Ensuring referential integrity on your transactional data

Answer: A,C,E

Explanation:
Separating master data from transactional data in SAP BW/4HANA has the following benefits:
It allows different data load frequency for master data and transactional data, which can improve the performance and flexibility of data loading processes. For example, master data can be loaded daily or weekly, while transactional data can be loaded hourly or near real-time.
It ensures referential integrity on your transactional data by using SID values that link the transactional data to the master data. This way, the transactional data can be consistent and accurate across different InfoProviders and queries.
It provides language dependent master data texts that can be displayed in different languages according to the user's preference. This way, the master data can be more user-friendly and understandable for different audiences.

NEW QUESTION # 62
"You have already loaded data from a non-sap system into SAP Data Wharehouse Cloud. You want to federate this data with data from an InfoCube of your SAP BW powered by SAP HANA system" What do you need to use to combine data?

A. BW SHEL Migration
B. SAP ABAP Connection
C. SAP BW/4HANA Model Transfer.
D. BW Remote migration

Answer: B

Explanation:
* C. SAP ABAP Connection: This is what you need to use to combine data from a non-sap system and an InfoCube of your SAP BW powered by SAP HANA system using SAP Data Warehouse Cloud. You can use an SAP ABAP connection to connect to your SAP BW system and access the InfoCube data as a remote table. You can then join this remote table with the data from the non-sap system that you have already loaded into SAP Data Warehouse Cloud using a graphical view12.
Reference: * 1 https://help.sap.com/doc/00f68c2e08b941f081002fd3691d86a7/release/en- US/0c9d6f0a6c4a4b8e8b3f7e5c0a3d6f9d.html
* 2 https://help.sap.com/doc/00f68c2e08b941f081002fd3691d86a7/release/en- US/5c9a6c8b6c4a4b8e8b3f7e5c0a3d6f9d.html

NEW QUESTION # 63
For which use case would you need to model a transitive attribute?

A. Load attributes using the enhanced master data update
B. Store time-dependent snapshots of master data attributes
C. Generate a transient provider for a BW query on master data attributes
D. Report on navigational attributes of navigational attributes

Answer: D

Explanation:
* Transitive Attributes Use Case:
* Transitive attributes allow reporting on navigational attributes of other navigational attributes.
* Scenarios:
* For example, if a Product has a Supplier (navigational attribute), and the Supplier has a Country (navigational attribute), a transitive attribute enables reporting directly on the Country associated with a Product.
References:
* SAP Help Portal - Transitive Attributes
* SAP BW/4HANA Attribute Modeling Guide

NEW QUESTION # 64
......

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