PASS GUARANTEED C_BW4H_2404 - TRUSTABLE SAP CERTIFIED ASSOCIATE - DATA ENGINEER - DATA FABRIC EXAMCOLLECTION FREE DUMPS

Pass Guaranteed C_BW4H_2404 - Trustable SAP Certified Associate - Data Engineer - Data Fabric Examcollection Free Dumps

Pass Guaranteed C_BW4H_2404 - Trustable SAP Certified Associate - Data Engineer - Data Fabric Examcollection Free Dumps

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SAP C_BW4H_2404 Exam Syllabus Topics:

TopicDetails
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
  • 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 3
  • SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 4
  • Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.
Topic 5
  • Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW
  • 4HANA built on SAP HANA technology.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q60-Q65):

NEW QUESTION # 60
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?

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

Answer: A

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 # 61
For a BW query, you want to have the first month of the current quarter as a default value for an input-ready BW variable for the characteristic OCALMONTH. Which processing tyoe do you use?

  • A. Replacement Path
  • B. Manual Input with offset value
  • C. Manuel Input with default value
  • D. Customer Exit

Answer: D


NEW QUESTION # 62
What are some of the prerequisites for using SAP S/4HANA ABAP CDS views for extraction into SAP BW/4HANA in an ODP context? Note: There are 2 correct answers to this question.

  • A. An ODP source system with contest ODP_CDS must be created in SAP BW/4HANA
  • B. An Operational Data Provisioning Framework must be configured in SAP BW/4HANA
  • C. The ABAP CDS views must be defined with the appropriate data extraction annotations
  • D. THE ABAP CDS views must be released via program RODPS_OS_EXPOSE for BW extraction

Answer: A,C


NEW QUESTION # 63
What are some of the benefits of using an InfoSource in a data flow? Note: There are 2 correct answers to this question.

  • A. Realizing direct access to source data without storing them
  • B. Enabling a data transfer process (DTP) to process multiple sequential transformations
  • C. Providing the delta extraction information of the source data
  • D. Splitting a complex transformation into simple parts without storing intermediate data

Answer: A,D


NEW QUESTION # 64
For a BW query, you want to have the first month of the current quarter as a default value for an input- ready BW variable for the characteristic OCALMONTH.
Which processing type do you use?

  • A. Replacement Path
  • B. Manual Input with offset value
  • C. Manuel Input with default value
  • D. Customer Exit

Answer: D


NEW QUESTION # 65
......

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