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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic	Details
Topic 1	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 2	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
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	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
Topic 5	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.
Topic 6	Data Acquisition into SAP BW 4HANA: This section addresses the incorporation of diverse data origins into SAP BW 4HANA and the methodologies for data ingestion.
Topic 7	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 8	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q13-Q18):

NEW QUESTION # 13
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: B,C

Explanation:
* ODP Source System Creation (Answer C):
* In SAP BW/4HANA, an ODP source system must be defined with the context ODP_CDS to enable data extraction from ABAP CDS views.
* Data Extraction Annotations (Answer D):
* CDS views must include annotations for data extraction (@Analytics.
dataCategoryand@Analytics.query), ensuring compatibility with the ODP framework.
* Program RODPS_OS_EXPOSE (Option A):This program is used for Operational Data Providers (ODPs), not ABAP CDS.
* Operational Data Provisioning Framework in BW (Option B):The framework must be configured in the source system, not BW/4HANA.
Incorrect Options:References:
* SAP Help Portal - ODP Context for ABAP CDS Views
* SAP BW/4HANA Extraction Guide

NEW QUESTION # 14
Your company manufactures products with country-specific serial numbers.
For this scenario you have created 3 custom characteristics with the technical names "PRODUCT"
"COUNTRY" "SERIAL_NO".
How do you need to model the characteristic "PRODUCT" to store different attribute values for serial numbers?

A. Use "COUNTRY" as a navigation attribute for "PRODUCT".
B. Use "SERIAL_NO" as a transitive attribute for "PRODUCT".
C. Use "COUNTRY" as a compounding characteristic for "PRODUCT".
D. Use "SERIAL_NO" as a compounding characteristic for "PRODUCT".

Answer: D

Explanation:
In this scenario, the company manufactures products with country-specific serial numbers, and you need to model the characteristic "PRODUCT" to store different attribute values for serial numbers. Let's analyze each option:
* Option A: Use "COUNTRY" as a navigation attribute for "PRODUCT".Navigation attributes are used to provide additional descriptive information about a characteristic. However, they do not allow for unique identification of specific values (like serial numbers) based on another characteristic. Navigation attributes are typically used for reporting purposes and do not fulfill the requirement of storing different attribute values for serial numbers.
* Option B: Use "SERIAL_NO" as a transitive attribute for "PRODUCT".Transitive attributes are derived attributes that depend on other attributes in the data model. They are not suitable for directly storing unique values like serial numbers. Transitive attributes are more about deriving values rather than uniquely identifying them.
* Option C: Use "COUNTRY" as a compounding characteristic for "PRODUCT".Compounding characteristics involve combining multiple characteristics into a single key. While this could theoretically work if "COUNTRY" were part of the key, it does not address the requirement of associating serial numbers with products. The primary focus here is on "SERIAL_NO," not
"COUNTRY."
* Option D: Use "SERIAL_NO" as a compounding characteristic for "PRODUCT".This is the correct approach. By defining "SERIAL_NO" as a compounding characteristic for "PRODUCT," you create a composite key that uniquely identifies each product instance based on its serial number. This ensures that different attribute values (e.g., country-specific details) can be stored for each serial number associated with a product.
* SAP BW/4HANA Modeling Guide: Explains the concept of compounding characteristics and their use cases in modeling scenarios.
* SAP Help Portal: Provides detailed documentation on how to define and use compounding characteristics in SAP BW/4HANA.
* SAP Community Blogs: Experts often discuss practical examples of using compounding characteristics to handle complex data relationships.
References:By using "SERIAL_NO" as a compounding characteristic for "PRODUCT," you ensure that the data model supports the storage of unique attribute values for each serial number, meeting the business requirement effectively.

NEW QUESTION # 15
For InfoObject "ADDRESS" the High Cardinality flag has been set. However "ADDRESS" has an attribute
"CITY" without the High Cardinality flag. What is the effect on SID values in this scenario?

A. SID values are not stored for InfoObject "ADDRESS".
B. SID values are generated when InfoObject "ADDRESS" is activated.
C. SID values are generated when data for InfoObject "ADDRESS" is loaded.
D. SID values are generated when InfoObject "CITY" is activated.

Answer: A

Explanation:
* When the High Cardinality flag is set for an InfoObject, such as "ADDRESS," no SIDs (Surrogate IDs) are generated or stored to reduce storage space and improve performance for attributes with a large number of unique values.
References:SAP BW/4HANA High Cardinality InfoObject documentation (SAP Help Portal).

NEW QUESTION # 16
You have already loaded data from a non-SAP system into SAP Datasphere. You want to federate this data with data from an InfoCube of your SAP BW powered by SAP HANA.
What do you need to use to combine the data?

A. SAP BW/4HANA Model Transfer
B. SAP BW Shell Migration
C. SAP ABAP Connection
D. SAP BW Remote Migration

Answer: A

Explanation:
* SAP BW/4HANA Model Transfer is used to federate and integrate data from SAP BW InfoCubes with SAP Datasphere, enabling seamless combination of SAP and non-SAP data.
References:SAP BW/4HANA and SAP Datasphere integration documentation (SAP Help Portal).

NEW QUESTION # 17
You have an existing field-based data flow that follows the layered scalable architecture (LSA++) concept. To meet a new urgent business requirement for 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 BW Query
B. Add the characteristic to the DataStore object (advanced)
C. Associate the field with the characteristic in the Open ODS View
D. Associate the field with the characteristic in the CompositeProvider

Answer: C,D

Explanation:
* Field-to-Characteristic Association in Open ODS View (Answer C):
* The Open ODS View allows mapping fields to existing characteristics without modifying transformations.
* Field-to-Characteristic Association in CompositeProvider (Answer D):
* CompositeProviders enable dynamic association of fields with characteristics to leverage hierarchy capabilities.
* Assigning Hierarchy in Query (Option A):This only applies during query execution, not at the data flow level.
* Adding Characteristic to DSO (Option B):This requires a transformation change, contrary to the requirement.
Incorrect Options:References:
* SAP BW/4HANA Field-Based Modeling Documentation
* SAP Help on Open ODS Views

NEW QUESTION # 18
......

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Discount C_BW4H_2404 Code, C_BW4H_2404 Valid Dumps Questions

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SAP C_BW4H_2404 Exam Syllabus Topics:

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q13-Q18):

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