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Valid C_BW4H_2404 Exam Question & Exam C_BW4H_2404 PDF

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q59-Q64):

NEW QUESTION # 59
Which recommendations should you follow to optimize BW query performance? Note: There are 3 correct answers to this question.

A. Create linked components.
B. Use matory characteristic value variables.
C. Use the include mode within filter restrictions.
D. Include fewer drill-down characteristics in the initial view.
E. Use the dereference option for reusable filters.

Answer: B,C,D

Explanation:
Optimizing BW query performance is critical for ensuring efficient reporting and analysis in SAP BW
/4HANA. Let's analyze each option to determine why B, C, and D are correct:
* Explanation: Including too many drill-down characteristics in the initial view of a BW query can significantly impact performance. Each additional characteristic increases the complexity of the query and the volume of data retrieved, leading to slower response times. By limiting the number of characteristics in the initial view, you reduce the amount of data processed upfront, improving query performance.

NEW QUESTION # 60
Which are purposes of the Open Operational Data Store layer in the layered scalable architecture (LSA++) of SAP BW/4HANA? Note: There are 2 correct answers to this question.

A. Transformations of data based on business logic
B. Harmonization of data from several source systems
C. Real-time reporting on source system data without staging
D. Initial staging of source system data

Answer: B,D

Explanation:
TheOpen Operational Data Store (ODS)layer in theLayered Scalable Architecture (LSA++)of SAP BW
/4HANA plays a critical role in managing and processing data as part of the overall data warehousing architecture. The Open ODS layer is designed to handle operational and near-real-time data requirements while maintaining flexibility and performance. Below is an explanation of the purposes of this layer and why the correct answers areAandC.
* A. Harmonization of data from several source systems
* The Open ODS layer is often used to harmonize data from multiple source systems. This involves consolidating and standardizing data from different sources into a unified format.
* For example, if you have sales data coming from different ERP systems with varying structures or naming conventions, the Open ODS layer can be used to align these differences before the data is further processed or consumed for reporting.

NEW QUESTION # 61
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. SAP BW/4HANA Model Transfer leverages BW Queries for model generation in SAP Datasphere.
B. SAP S/4HANA Model Transfer leverages ABAP CDS views for model generation in SAP Datasphere.
C. SAP BW bridge Model Transfer leverages BW Modeling tools to import entities into native SAP Datasphere.
D. Model Transfer can be leveraged from an On-premise environment to the cloud the other way around.

Answer: A,B

Explanation:
* SAP BW/4HANA Model Transfer (Answer A):
* BW Queries provide a structured basis for model generation in SAP Datasphere, ensuring semantic alignment.
* SAP S/4HANA Model Transfer (Answer D):
* ABAP CDS views are used to define the data models for integration into SAP Datasphere, ensuring compatibility and consistency.
* On-Premise to Cloud Transfer (Option B):This is not a key feature of Model Transfer.
* BW Bridge and BW Modeling Tools (Option C):While relevant for integration, they do not directly relate to semantic onboarding.
Incorrect Options:References:
* SAP Datasphere Model Transfer Documentation
* SAP Help Portal - BW/4HANA Integration with Datasphere

NEW QUESTION # 62
What are the benefits of separating master data from transactional data in SAP BW/4HANA? Note:
There are 3 correct answers to this question.

A. Reducing the number of database tables
B. Ensuring referential integrity of your transactional data
C. Providing language-dependent master data texts
D. Avoiding generation of SID values
E. Allowing different data load frequency

Answer: A,C,E

NEW QUESTION # 63
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. The ABAP CDS views must be released through the program RODPS_OS_EXPOSE for BW extraction.
B. The ABAP CDS views must be defined with the appropriate data extraction annotations.
C. An ODP source system with context ODP_CDS must be created in SAP BW/4HANA.
D. The Operational Data Provisioning Framework must be configured in SAP BW/4HANA.

Answer: A,C

Explanation:
Extracting data from SAP S/4HANA ABAP CDS (Core Data Services) views into SAP BW/4HANA using the Operational Data Provisioning (ODP) framework requires specific prerequisites. These ensure that the CDS views are properly exposed and accessible for extraction. Below is a detailed explanation of why the verified answers are correct.
* ABAP CDS Views:ABAP CDS views are reusable data models defined in SAP S/4HANA. They provide a semantic layer for querying data and can be used for reporting and analytics.
* Operational Data Provisioning (ODP):ODP is a framework in SAP BW/4HANA that enables real-time or near-real-time data extraction from various source systems, including SAP S/4HANA.
* ODP Contexts:ODP contexts define the type of source system and data extraction method. For CDS views, the contextODP_CDSis used.
* Data Extraction Annotations:Annotations in CDS views specify metadata for extraction purposes, such as field properties and extraction behavior.
Key Concepts:
* Option A: The ABAP CDS views must be released through the program RODPS_OS_EXPOSE for BW extraction.
* Why Correct?To make an ABAP CDS view available for extraction via ODP, it must be explicitly released using the programRODPS_OS_EXPOSE. This step registers the view in the ODP framework and makes it accessible to SAP BW/4HANA.
* Option B: The Operational Data Provisioning Framework must be configured in SAP BW/4HANA.
* Why Incorrect?While configuring the ODP framework is a general prerequisite for any ODP- basedextraction, it is not specific to extracting ABAP CDS views. This option is too broad to be considered a direct prerequisite.
* Option C: An ODP source system with context ODP_CDS must be created in SAP BW/4HANA.
* Why Correct?To extract data from ABAP CDS views, you must create an ODP source system in SAP BW/4HANA with the contextODP_CDS. This context specifies that the source system provides data from CDS views.
* Option D: The ABAP CDS views must be defined with the appropriate data extraction annotations.
* Why Incorrect?While annotations are important for defining metadata in CDS views, they are not mandatory for ODP-based extraction. The primary requirement is releasing the view using RODPS_OS_EXPOSE.
Verified Answer Explanation:
* SAP BW/4HANA Extraction Guide:The guide outlines the steps for extracting data from ABAP CDS views using the ODP framework, including the use ofRODPS_OS_EXPOSEand the creation of an ODP source system.
* SAP Note 2700850:This note provides detailed instructions on releasing CDS views for BW extraction and configuring the ODP framework.
* SAP Best Practices for ODP Extraction:SAP recommends using theODP_CDScontext for extracting data from ABAP CDS views and emphasizes the importance of releasing views using RODPS_OS_EXPOSE.
SAP Documentation and References:

NEW QUESTION # 64
......

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