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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic	Details
Topic 1	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.
Topic 2	Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW 4HANA and SAP HANA ecosystems.
Topic 3	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 4	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
Topic 5	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 6	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
Topic 7	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q69-Q74):

NEW QUESTION # 69
Which source systems are supported in SAP BW bridge? Note: There are 3 correct answers to this question.

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

Answer: A,C,E

NEW QUESTION # 70
Which recommendations should you follow to optimize BW query performance? Note: There are 3 correct answers to this question.

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

Answer: B,D,E

Explanation:
B. Fewer drill-down characteristics in the initial view:
* Minimizing drill-down characteristics reduces the volume of data retrieved during query execution, improving performance.
C. Mandatory characteristic value variables:
* Restricting queries to smaller data subsets by requiring users to input characteristic values enhances query speed.
D. Include mode within filter restrictions:
* The include mode narrows the dataset scope, improving query performance by reducing unnecessary data retrieval.
References:SAP BW/4HANA Query Optimization Best Practices (SAP Help Portal).

NEW QUESTION # 71
You create a Data Store object (advanced) using the "Data Mart DataStore Object" modeling property. Which behaviors are specific to this modeling property? Note: There are 2 correct answers to this question.

A. Reporting is done based on a union of the inbound active tables.
B. Query results are shown only when data has been activated.
C. The records are treated as if all characteristics are in the key.
D. The change log table will be filled only after data activation.

Answer: A,C

Explanation:
* Data Mart DataStore Object Properties:
* Designed for flexible reporting scenarios where data is treated with minimal restrictions.
* Key Behaviors:
* Union for Reporting (Answer C):Combines inbound and active tables for reporting, allowing real-time insights.
* Key Handling (Answer D):All characteristics are treated as part of the key, ensuring no duplicate records in the Data Mart.
* Change Log Activation (Option A):The change log is irrelevant for Data Mart DSOs.
* Query Results (Option B):Query results can be shown even before data activation.
Incorrect Options:References:
* SAP BW/4HANA Advanced DataStore Object Documentation
* SAP Data Mart Modeling Guide

NEW QUESTION # 72
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. Composite Provider
B. Semantic group object
C. BW query
D. Open ODS view

Answer: C,D

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 # 73
You would like to highlight the deviation from predefined threshold values for a key figure visualize it in SAP Analysis for Microsoft Office. Which BW query feature do you use?

A. Exception
B. Key figure property
C. Condition
D. Formula cell

Answer: A

Explanation:
To highlight deviations from predefined threshold values for a key figure in SAP Analysis for Microsoft Office, theExceptionfeature of BW queries is used. Exceptions allow you to define visual indicators (e.g., color coding) based on specific conditions or thresholds for key figures. This makes it easier for users to identify outliers or critical values directly in their reports.
* Threshold-Based Highlighting:Exceptions enable you to define rules that compare key figure values against predefined thresholds. For example, you can set a rule to highlight values greater than 100 in red or less than 50 in green.
* Dynamic Visualization:Once defined in the BW query, exceptions are automatically applied in reporting tools like SAP Analysis for Microsoft Office. The visual indicators (e.g., cell background colors) dynamically adjust based on the data retrieved during runtime.
* User-Friendly Design:Exceptions are configured in the BEx Query Designer or BW Modeling Tools and do not require additional programming or scripting. This makes them accessible to business users and analysts.
* Formula Cell (Option A):Formula cells are used to calculate derived values or perform custom calculations in a query. While they can manipulate data, they do not provide a mechanism to visually highlight deviations based on thresholds.
* Key Figure Property (Option C):Key figure properties define the behavior of key figures (e.g., scaling, aggregation). They do not include functionality for conditional formatting or visual highlighting.
* Condition (Option D):Conditions are used to filter data in a query based on specific criteria. While conditions can restrict the data displayed, they do not provide visual indicators for deviations or thresholds.
* Open the BW query in the BEx Query Designer or BW Modeling Tools.
* Navigate to the "Exceptions" section and define the threshold values (e.g., greater than, less than, equal to).
* Assign visual indicators (e.g., colors) to each threshold range.
* Save and activate the query.
* Use the query in SAP Analysis for Microsoft Office, where the exceptions will automatically apply to the relevant key figures.
* SAP BW/4HANA Query Design Guide:This guide provides detailed instructions on configuring exceptions and other query features to enhance reporting capabilities.
* Link:SAP BW/4HANA Documentation
* SAP Note 2484976 - Best Practices for Query Design in SAP BW/4HANA:This note highlights the importance of using exceptions for visualizing critical data points and improving user experience in reporting tools like SAP Analysis for Microsoft Office.
Key Features of Exceptions:Why Other Options Are Incorrect:How to Implement Exceptions:References to SAP Data Engineer - Data Fabric:By usingExceptions, you can effectively visualize deviations from predefined thresholds, enabling faster decision-making and better insights into your data.

NEW QUESTION # 74
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