2025 Newest C_BW4H_2404: SAP Certified Associate - Data Engineer - Data Fabric Prep Guide

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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic	Details
Topic 1	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
Topic 2	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
Topic 3	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 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	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
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 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 8	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q75-Q80):

NEW QUESTION # 75
Where is the button that automatically generates a process chain?

A. In the SAP GUI transaction for Process Chain Maintenance
B. In the app called Process Chain Editor
C. In the editor of a data flow object
D. In the editor of a data transfer process

Answer: C

Explanation:
In SAP BW/4HANA, process chains are used to automate and schedule tasks such as data loads, transformations, and activations. The ability to automatically generate a process chain is available in specific editors within the SAP BW/4HANA environment. Below is an explanation of the correct answer:
D: In the editor of a data flow objectThedata flow objectin SAP BW/4HANA represents the end-to-end flow of data from source to target. When working with data flow objects (e.g., in the Data Flow Editor), you can automatically generate a process chain by clicking a dedicated button. This feature simplifies the creation of process chains by analyzing the data flow and creating the necessary steps (e.g., extraction, transformation, loading, and activation) in the process chain.
* Steps to Generate a Process Chain:
* Open the data flow object in the Data Flow Editor.
* Locate the "Generate Process Chain" button (usually represented by a chain icon).
* Click the button to automatically create a process chain based on the defined data flow.

NEW QUESTION # 76
Which source systems are supported in SAP BW bridge? Note: There are 3 correct answers to this question.

A. SAP Ariba
B. SAP Success Factors
C. SAP S/4HANA on-premise
D. SAP ECC
E. SAP S/4HANA Cloud

Answer: C,D,E

NEW QUESTION # 77
Which of the following factors apply to Model Transfer in the context of Semantic Onboarding? Note:
There are 2 correct answers to this question.

A. Model Transfer can be leveraged from an On-premise environment to the cloud the other way around.
B. SAP BW/4HANA Model Transfer leverages BW Queries for model generation in SAP Datasphere.
C. SAP S/4HANA Model Transfer leverages ABAP CDS views for model generation in SAP Datasphere
D. SAP BW bridge Model Transfer leverages BW Modeling tools to import entities into native SAP Datasphere

Answer: B,C

NEW QUESTION # 78
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?

A. Open Operational Data Store layer
B. Data Acquisition layer
C. Virtual Data Mart layer
D. Flexible Enterprise Data Warehouse Core layer

Answer: D

Explanation:
TheLayered Scalable Architecture (LSA++)of SAP BW/4HANA is a modern data warehousing architecture designed to simplify and optimize the data modeling process. It provides a structured approach to organizing data layers, ensuring scalability, flexibility, and consistency in data management. Each layer in the LSA++ architecture serves a specific purpose, and understanding these layers is critical for designing an efficient SAP BW/4HANA system.
* LSA++ Overview:The LSA++ architecture replaces the traditional Layered Scalable Architecture (LSA) with a more streamlined and flexible design. It reduces complexity by eliminating unnecessary layers and focusing on core functionalities. The main layers in LSA++ include:
* Data Acquisition Layer: Handles raw data extraction and staging.
* Open Operational Data Store (ODS) Layer: Provides operational reporting and real-time analytics.
* Flexible Enterprise Data Warehouse (EDW) Core Layer: Acts as the central storage for harmonized and consistent data.
* Virtual Data Mart Layer: Enables virtual access to external data sources without physically storing the data.
* Flexible EDW Core Layer:TheFlexible EDW Core layeris the heart of the LSA++ architecture. It is designed to store harmonized, consistent, and reusable data that serves as the foundation for reporting, analytics, and downstream data marts. This layer ensures data quality, consistency, and alignment with business rules, making it the primary storage for enterprise-wide data.
* Other Layers:
* Data Acquisition Layer: Focuses on extracting and loading raw data from source systems into the staging area. It does not store harmonized or consistent data.
* Open ODS Layer: Provides operational reporting capabilities and supports real-time analytics.
However, it is not the main storage for harmonized data.
* Virtual Data Mart Layer: Enables virtual access to external data sources, such as SAP HANA views or third-party systems. It does not store data physically.
* Option A: Open Operational Data Store layerThis option is incorrect because the Open ODS layer is primarily used for operational reporting and real-time analytics. While it stores data, it is not the main storage for harmonized and consistent data.
* Option B: Data Acquisition layerThis option is incorrect because the Data Acquisition layer is responsible for extracting and staging raw data from source systems. It does not store harmonized or consistent data.
* Option C: Flexible Enterprise Data Warehouse Core layerThis option is correct because the Flexible EDW Core layer is specifically designed as the main storage for harmonized, consistent, and reusable data. It ensures data quality and alignment with business rules, making it the central repository for enterprise-wide analytics.
* Option D: Virtual Data Mart layerThis option is incorrect because the Virtual Data Mart layer provides virtual access to external data sources. It does not store data physically and is not the main storage for harmonized data.
* SAP BW/4HANA Modeling Guide: The official documentation highlights the role of the Flexible EDW Core layer as the central storage for harmonized and consistent data. It emphasizes the importance of this layer in ensuring data quality and reusability.
* SAP Note 2700850: This note explains the LSA++ architecture and its layers, providing detailed insights into the purpose and functionality of each layer.
* SAP Best Practices for BW/4HANA: SAP recommends using the Flexible EDW Core layer as the foundation for building enterprise-wide data models. It ensures scalability, flexibility, and consistency in data management.
Key Concepts:Verified Answer Explanation:SAP Documentation and References:Practical Implications:
When designing an SAP BW/4HANA system, it is essential to:
* Use the Flexible EDW Core layer as the central repository for harmonized and consistent data.
* Leverage the Open ODS layer for operational reporting and real-time analytics.
* Utilize the Virtual Data Mart layer for accessing external data sources without physical storage.
By adhering to these principles, you can ensure that your data architecture is aligned with best practices and optimized for performance and scalability.
References:
* SAP BW/4HANA Modeling Guide
* SAP Note 2700850: LSA++ Architecture and Layers
* SAP Best Practices for BW/4HANA

NEW QUESTION # 79
What should you consider when you set the High Cardinality flag for a characteristic? Note: Thereare 2 correct answers to this question.

A. You cannot use this characteristic as an external characteristic in hierarchies.
B. You cannot load more than 2 billion master data records for this characteristic.
C. You cannot use navigation attributes for this characteristic.
D. You cannot use this characteristic as a navigation attribute for another characteristic.

Answer: A,D

Explanation:
* High Cardinality Flag:
* This flag is used for characteristics with a very large number of distinct values, optimizing their performance.
* Restrictions:
* Navigation Attribute Usage (Answer A):Characteristics marked with high cardinality cannot act as navigation attributes for other characteristics.
* Hierarchy Restriction (Answer D):These characteristics cannot be used as external characteristics in hierarchies.
* Option B:Navigation attributes for this characteristic can still be used.
* Option C:High cardinality supports more than 2 billion records.
Incorrect Options:References:
* SAP BW/4HANA High Cardinality Characteristics Documentation

NEW QUESTION # 80
......

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2025 NEWEST C_BW4H_2404: SAP CERTIFIED ASSOCIATE - DATA ENGINEER - DATA FABRIC PREP GUIDE

2025 Newest C_BW4H_2404: SAP Certified Associate - Data Engineer - Data Fabric Prep Guide