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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic
Details

Topic 1

• 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 2

• Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW
• 4HANA built on SAP HANA technology.

Topic 3

• 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 4

• SAP BW
• 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW
• 4HANA initiatives.

Topic 5

• Data Acquisition into SAP BW
• 4HANA: This section addresses the incorporation of diverse data origins into SAP BW
• 4HANA and the methodologies for data ingestion.

Topic 6

• Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW
• 4HANA and SAP HANA ecosystems.

Topic 7

• SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW
• 4HANA environment.

Topic 8

• Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

 

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q51-Q56):

NEW QUESTION # 51
An upper-level CompositeProvider compares current values with historic values based on a union operation. The current values are provided by a DataStore object (advanced) that is updated daily.
Historic values are provided by a lower-level CompositeProvider that combines different open ODS views from DataSources.
What can you do to improve the performance of the BW queries that use the upper-level CompositeProvider? Note: There are 2 correct answers to this question.

• A. Use the "Generate Dataflow" feature for the Open ODS views load the historic data to the new generated DataStore objects (advanced).
• B. Replace the DataStore object (advanced) for current data by an Open ODS view that accesses the current data directly from the source system.
• C. Replace the lower-level CompositeProvider with a new DataStore object (advanced) fill it with the same combination of historic data.
• D. Use a join node instead of the Union node in the upper-level CompositeProvider.

Answer: B,D

 

NEW QUESTION # 52
What does a Composite Provider allow you to do in SAP BW/4HANA? Note: There are 3 correct answers to this question.

• A. Define new restricted key figures.
• B. Create new calculated fields.
• C. Integrate SAP HANA calculation views.
• D. Join two ABAP CDS views.
• E. Combine InfoProviders using Joins Unions.

Answer: A,B,E

Explanation:
AComposite Providerin SAP BW/4HANA is a powerful modeling object that allows you to combine multiple InfoProviders (such as DataStore Objects, InfoCubes, and others) into a single logical entity for reporting and analytics purposes. It provides flexibility in integrating data from various sources within the SAP BW
/4HANA environment. Below is a detailed explanation of why the correct answers are B, C, and E:
* Incorrect: While ABAP CDS (Core Data Services) views are a part of the SAP HANA ecosystem, Composite Providers in SAP BW/4HANA do not directly support joining ABAP CDS views. Instead, Composite Providers focus on combining InfoProviders like ADSOs (Advanced DataStore Objects), InfoCubes, or other Composite Providers. If you need to integrate ABAP CDS views, you would typically use SAP HANA calculation views or expose them via external tools.
Option A: Join two ABAP CDS views
* Correct: One of the key capabilities of a Composite Provider is the ability to createcalculated fields.
These fields allow you to define new metrics or attributes based on existing fields from the underlying InfoProviders. For example, you can calculate a profit margin by dividing revenue by cost. This functionality enhances the analytical capabilities of the Composite Provider.
Option B: Create new calculated fields
* Correct: Composite Providers also allow you to definerestricted key figures. Restricted key figures are used to filter data based on specific criteria, such as restricting sales figures to a particular region or product category. This feature is essential for creating focused and meaningful reports.
Option C: Define new restricted key figures
* Incorrect: While SAP HANA calculation views are widely used for modeling in the SAP HANA environment, Composite Providers in SAP BW/4HANA do not natively integrate these views. Instead, SAP BW/4HANA focuses on its own modeling objects like ADSOs and InfoCubes. However, you can use Open ODS views to integrate SAP HANA calculation views into the BW/4HANA environment.
Option D: Integrate SAP HANA calculation views
* Correct: Composite Providers are specifically designed to combine multiple InfoProviders usingjoinsandunions. Joins allow you to merge data based on common keys, while unions enable you to append data from different sources. This flexibility makes Composite Providers a central tool for integrating data across various InfoProviders in SAP BW/4HANA.
Option E: Combine InfoProviders using Joins Unions
* SAP BW/4HANA Modeling Guide: The official documentation highlights the role of Composite Providers in combining InfoProviders and enabling advanced calculations and restrictions.
* SAP Help Portal: The portal provides detailed information on the differences between Composite Providers and other modeling objects, emphasizing their integration capabilities.
* SAP Data Fabric Architecture: In the context of SAP Data Fabric, Composite Providers align with the goal of providing unified access to data across diverse sources, ensuring seamless integration and analysis.
References to SAP Data Engineer - Data Fabric ConceptsBy understanding the functionalities and limitations of Composite Providers, you can effectively leverage them in SAP BW/4HANA to meet complex business requirements.

 

NEW QUESTION # 53
What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correct answers to this question.

• A. By using a BW query (update value set by query)
• B. By accessing an SAP HANA HDI Calculation View of data category Dimension
• C. By entering the values manually
• D. By referencing a table
• E. By using a transformation data transfer process (DTP)

Answer: A,C,D

 

NEW QUESTION # 54
What are the reasons for implementing Composite Providers? Note: There are 2 correct answers to this question.

• A. To provide an interface for using BW queries
• B. To persist combined data for reporting
• C. To directly expose an SAP HANA table from an external schema
• D. To provide a virtual data mart layer that combines existing BW models

Answer: A,D

Explanation:
C. To provide an interface for using BW queries:
* Composite Providers allow exposing combined data sets to BW queries directly, acting as a bridge for reporting.
D. To provide a virtual data mart layer that combines existing BW models:
* They create a logical layer by combining multiple InfoProviders without persisting the data, facilitating flexible data analysis.
References: SAP BW/4HANA Composite Provider documentation (SAP Help Portal - Composite Providers).

 

NEW QUESTION # 55
What are some of the advantages of using SAP BW/4HANA business content? Note: There are 2 correct answers to this question.

• A. Automatic content activation during installation of SAP BW/4HANA
• B. Ability to modify business content objects to meet customer specific requirements
• C. Accelerated SAP BW/4HANA implementation using ready-made models
• D. Automatic generation of Analysis Authorizations during SAP BW/4HANA content activation

Answer: B,C

Explanation:
* Accelerated Implementation (Answer C):
* Pre-delivered content like InfoObjects, queries, and data flows expedite project timelines.
* Customization of Business Content (Answer D):
* SAP BW/4HANA allows business content objects to be modified to address unique business needs.
* Automatic Content Activation (Option A):Content activation requires manual steps.
* Analysis Authorizations Generation (Option B):Analysis Authorizations need explicit setup, not automatic generation.
Incorrect Options:References:
* SAP BW/4HANA Business Content Overview
* SAP Help Portal - Modifying Business Content

 

NEW QUESTION # 56
......

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