SAP Certified Associate - Data Engineer - Data Fabric exam questions & C-BW4H-2404 torrent pdf & SAP Certified Associate - Data Engineer - Data Fabric actual dumps

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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic	Details
Topic 1	Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW 4HANA and SAP HANA ecosystems.
Topic 2	SAP BW4HANA Project and Modeling Process: In this topic, candidates learn about how to design and implement efficient data models within environment of the SAP BW 4HANA.
Topic 3	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 4	Data Modeling and Design: This segment delves into the attributes and features of modeling entities within SAP BW 4HANA and SAP HANA HDI frameworks.
Topic 5	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q30-Q35):

NEW QUESTION # 30
What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correct answers to this question.

A. By entering the values manually
B. By accessing an SAP HANA Calculation View of data category Dimension
C. By using a transformation and data transfer process
D. By referencing a table
E. By using a query

Answer: A,D,E

NEW QUESTION # 31
Which join types can you use in a Composite Provider? Note: There are 3 correct answers to this question.

A. Temporal hierarchy join
B. Referential join
C. Text join
D. Inner join
E. Full Outer join

Answer: B,D,E

NEW QUESTION # 32
Which node types are only available for graphical modeling of SAP HANA HDI Calculation Views(XS Advanced), but not for SAP HANA Calculation Views(XS Classic)? Note: There are 2 correct answers to this question.

A. Aggregation
B. Rank
C. Graph
D. Intersect

Answer: B,C

Explanation:
* A. Rank: This node type is only available for graphical modeling of SAP HANA HDI Calculation Views(XS Advanced), but not for SAP HANA Calculation Views(XS Classic). It allows you to rank the data based on a measure and a ranking rule12.
* D. Graph: This node type is only available for graphical modeling of SAP HANA HDI Calculation Views(XS Advanced), but not for SAP HANA Calculation Views(XS Classic). It allows you to model graph data and perform graph operations such as shortest path, neighborhood search, and pattern matching13.
Reference:
* 1 https://help.sap.com/docs/SAP_HANA_PLATFORM/fc5ace7a367c434190a8047881f92ed8/050f14f7a6d94d2da905b0a4072ba546.html
* 2 https://help.sap.com/docs/r/e8e6c8142e60469bb401de5fdb6f7c00/2.0.03/en-US/9b9b4b8e0c4d4f0a9c3e7f8a3b5d9b9d.html
* 3 https://help.sap.com/docs/r/e8e6c8142e60469bb401de5fdb6f7c00/2.0.03/en-US/e8b26f49218648eaa8e2ce9b54a8b812.html

NEW QUESTION # 33
Where can you use an authorization variable? Note: There are 2 correct answers to this question.

A. In the definition of a restricted key figure
B. In the definition of a calculated key figure
C. In the definition of a characteristic value variable
D. In the definition of a query filter

Answer: C,D

Explanation:
Authorization variables in SAP BW/4HANA are used to dynamically restrict data access based on user- specific criteria, such as organizational units or regions. These variables are particularly useful in query design and reporting. Below is a detailed explanation of why the correct answers are A and B:
* Correct: Authorization variables can be used in query filters to dynamically restrict the data displayed in a query. For example, you can use an authorization variable to filter sales data based on the user's assigned region. This ensures that users only see data relevant to their authorization profile.
Option A: In the definition of a query filter
* Correct: Authorization variables can also be used in characteristic value variables. These variables allow you to dynamically determine the values of characteristics (e.g., customer, product, or region) based on the user's authorization profile. This is particularly useful for creating flexible and secure reports.
Option B: In the definition of a characteristic value variable
* Incorrect: Authorization variables cannot be used in the definition of calculated key figures. Calculated key figures are mathematical expressions that operate on existing key figures and do not involve dynamic filtering based on user authorizations.
Option C: In the definition of a calculated key figure
* Incorrect: While restricted key figures allow you to filter data based on specific criteria, they do not support the use of authorization variables. Restricted key figures are static and predefined, whereas authorization variables are dynamic and user-specific.
Option D: In the definition of a restricted key figure
* SAP BW/4HANA Query Design Guide: Explains the use of authorization variables in query filters and characteristic value variables.
* SAP Help Portal: Provides detailed information on how authorization variables enhance data security in reporting.
* SAP Data Fabric Architecture: Emphasizes the role of dynamic filtering in ensuring compliance with data governance policies.
References to SAP Data Engineer - Data Fabric ConceptsBy leveraging authorization variables effectively, you can ensure that users only access data they are authorized to view, enhancing both security and usability in your SAP BW/4HANA environment.

NEW QUESTION # 34
Where can you use an authorization variable? Note: There are 2 correct answers to this question.

A. In the definition of a restricted key figure
B. In the definition of a calculated key figure
C. In the definition of a characteristic value variable
D. In the definition of a query filter

Answer: C,D

Explanation:
A. Query filter definition:
* Authorization variables can be used to restrict query results dynamically based on user authorizations.
B. Characteristic value variable definition:
* These variables leverage authorizations to restrict the input values for characteristics dynamically during query execution.
References:SAP BW/4HANA Query Design Guide (SAP Help Portal).

NEW QUESTION # 35
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