PREMIUM C-BW4H-2404 FILES, C-BW4H-2404 LATEST TEST QUESTIONS

Premium C-BW4H-2404 Files, C-BW4H-2404 Latest Test Questions

Premium C-BW4H-2404 Files, C-BW4H-2404 Latest Test Questions

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Free PDF 2025 High-quality SAP C-BW4H-2404: Premium SAP Certified Associate - Data Engineer - Data Fabric Files

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q26-Q31):

NEW QUESTION # 26
Which recommendations should you follow to optimize BW query performance? Note: There are 3 correct answers to this question

  • A. Use exclude functions in the restricted key figures
  • B. Use characteristic filters that overlap
  • C. Use include functions in the restricted key figures.
  • D. Use fewer drill-down characteristics in the initial view
  • E. Use mandatory characteristic value variables

Answer: C,D,E

Explanation:
* A. Use fewer drill-down characteristics in the initial view: This can improve the query performance by reducing the amount of data that needs to be transferred and displayed at the start of the query execution. The user can drill down to more details later if needed1.
* D. Use mandatory characteristic value variables: This can improve the query performance by restricting the data selection to a smaller set of values that are relevant for the user. The user can also change the variable values later if needed1.
* E. Use include functions in the restricted key figures: This can improve the query performance by avoiding unnecessary calculations and aggregations that are done when using exclude functions. Include functions are also more efficient than selections or restricted key figures when filtering data1.
Reference:
* 2 https://blogs.sap.com/2015/04/20/query-performance-optimisation-tips-in-bw-73/
* 1 https://blogs.sap.com/2022/02/02/query-performance-optimization-in-bw-few-tips/
* 3 https://help.sap.com/doc/00f68c2e08b941f081002fd3691d86a7/2022.12/en-us/0471d0ecea4e4677ba29d9ac1496c24c.html
* 4 https://blogs.sap.com/2021/06/02/sap-bw-4hana-performance-optimization-part-i/


NEW QUESTION # 27
What are the prerequisites for deleting master data (for example, cost centers) in SAP BW/4HANA?
Note: There are 2 correct answers to this question.

  • A. There must be no BW query that uses cost cenetr as a free characteristics.
  • B. There must be no BW analysis authorizations defined thta use any of the cost centers
  • C. There must be no hierarchy for the cost centers
  • D. There must be no transaction data referring to the cost centers

Answer: C,D


NEW QUESTION # 28
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. Flexible Enterprise Data Warehouse Core layer
  • C. Virtual Data Mart layer
  • D. Data Acquisition layer

Answer: B

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 # 29
For which use case would you need to model a transitive attribute?

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

Answer: C


NEW QUESTION # 30
What are the prerequisites for deleting master data (for example, cost centers) in SAP BW/4HANA? Note: There are 2 correct answers to this question.

  • A. There must be no BW query that uses cost cenetr as a free characteristics.
  • B. There must be no BW analysis authorizations defined thta use any of the cost centers
  • C. There must be no hierarchy for the cost centers
  • D. There must be no transaction data referring to the cost centers

Answer: C,D


NEW QUESTION # 31
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