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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic	Details
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	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
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	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.
Topic 5	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.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q53-Q58):

NEW QUESTION # 53
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 mandatory characteristic value variables
C. Use fewer drill-down characteristics in the initial view
D. Use characteristic filters that overlap
E. Use include functions in the restricted key figures.

Answer: B,C,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 # 54
In SAP Web IDE for SAP HANA you have imported a project including an HDB module with calculation views. What do you need to do in the project settings before you can successfully build the HDB module?

A. Change the schema name
B. Assign a space.
C. Define a package.
D. Generate the HDI container.

Answer: B

NEW QUESTION # 55
You have an existing field-based data flow that follows the LSA++ concept. To meet a new urgent business requirement for a field you want to leverage a hierarchy of an existing characteristic without changing the transformation. How can you achieve this? Note: There are 2 correct answers to this question.

A. Assign hierarchy properties to the field in the SW Query
B. Add the characteristic to the DataStore object (advanced)
C. Associate the field with the characteristic in the CompositeProvider
D. Associate the field with the characteristic In the Open ODS View

Answer: B

NEW QUESTION # 56
For which reasons should you run an SAP HANA delta merge? Note: There are 2 correct answers to this question.

A. To combine the query cache from different executions
B. To decrease memory consumption
C. To move the most recent data from disk to memory
D. To improve the read performance of InfoProviders

Answer: B,D

Explanation:
A. To decrease memory consumption:
* Delta merges move data from the delta storage to the main storage of SAP HANA. This optimizes memory usage by compressing and consolidating data.
D. To improve the read performance of InfoProviders:
* By merging delta data with main storage, queries access fewer fragmented data structures, leading to better read performance.
References: SAP HANA Performance Optimization Guide (SAP Help Portal - Delta Merge).

NEW QUESTION # 57
Which SAP BW/4HANA objects support the feature of generating an external SAP HANA View? Note:
There are 2 correct answers to this question.

A. Open ODS view
B. BW query
C. Composite Provider
D. Semantic group object

Answer: A,B

Explanation:
In SAP BW/4HANA, certain objects support the generation of external SAP HANA views, enabling seamless integration with SAP HANA's in-memory capabilities and allowing consumption by other tools or applications outside of SAP BW/4HANA. Below is an explanation of the correct answers:
A: BW queryA BW query in SAP BW/4HANA can generate an external SAP HANA view. This feature allows the query to be exposed as a calculation view in SAP HANA, making it accessible for reporting tools like SAP Analytics Cloud (SAC), SAP BusinessObjects, or custom applications. By generating an external HANA view, the BW query leverages SAP HANA's performance optimization while maintaining the analytical capabilities of SAP BW/4HANA.

NEW QUESTION # 58
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