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C-BW4H-2404 Latest Exam Simulator | Authoritative SAP Certified Associate - Data Engineer - Data Fabric 100% Free Study Dumps

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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic
Details

Topic 1

SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.

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

Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW
4HANA built on SAP HANA technology.

Topic 4

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 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

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 8

Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q76-Q81):

NEW QUESTION # 76
Which source systems are supported in SAP BW bridge? Note: There are 3 correct answers to this question.

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

Answer: B,C,E

Explanation:
* SAP ECC (Answer B):
* SAP ECC is supported as a legacy source system through the BW bridge, allowing seamless integration.
* SAP S/4HANA (On-premise and Cloud) (Answers D, E):
* Both on-premise and cloud versions of SAP S/4HANA are supported for modern business integration scenarios.
* SAP Ariba (Option A):Not directly supported in BW bridge.
* SAP SuccessFactors (Option C):Requires a separate integration mechanism outside BW bridge.
Incorrect Options:References:
* SAP BW Bridge Source System Compatibility Documentation

NEW QUESTION # 77
You use a measure with semantic type "Amount with Currency Code" in your SAP HANA HDI calculation view.
Which kind of currency reference can be assigned to the measure? Note: There are 2 correct answers to this question.

A. Another column of the same SAP HANA view
B. A variable in the same SAP HANA view
C. A fixed currency from table TCURC
D. A column from another SAP HANA view

Answer: A,C

NEW QUESTION # 78
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 defined with the appropriate data extraction annotations
B. THE ABAP CDS views must be released via program RODPS_OS_EXPOSE for BW extraction
C. An Operational Data Provisioning Framework must be configured in SAP BW/4HANA
D. An ODP source system with contest ODP_CDS must be created in SAP BW/4HANA

Answer: A,D

NEW QUESTION # 79
How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.

A. Business users can create restricted calculated columns based on existing models.
B. Business users can leverage embedded analytic Fiori apps for data analysis.
C. Business users can allocate system resources without IT involvement.
D. Business users can upload their own CSV files.
E. Business users can create agile models from different sources.

Answer: A,D,E

NEW QUESTION # 80
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 generated when InfoObject "ADDRESS" is activated.
B. SID values are not stored for InfoObject "ADDRESS".
C. SID values are generated when InfoObject "CITY" is activated.
D. SID values are generated when data for InfoObject "ADDRESS" is loaded.

Answer: D

Explanation:
In SAP BW (Business Warehouse), the concept ofHigh Cardinalityplays a crucial role in determining how data is stored and managed for InfoObjects. Let's break down the scenario described in the question and analyze the effects on SID (Surrogate ID) values:
* InfoObject: An InfoObject is a basic building block in SAP BW, representing a business entity like
"ADDRESS" or "CITY".
* High Cardinality Flag: When this flag is set for an InfoObject, it indicates that the InfoObject has a very large number of distinct values (high cardinality). This affects how SIDs are generated and managed.
* SID (Surrogate ID): A unique identifier assigned to each distinct value of an InfoObject. SIDs are used to optimize query performance and reduce storage requirements.
* InfoObject "ADDRESS": The High Cardinality flag is set for this InfoObject. This means that the system expects a large number of distinct values for "ADDRESS". As a result, SID generation for
"ADDRESS" is deferred until actual data is loaded into the system. This approach avoids unnecessary overhead during activation and ensures efficient storage.
* Attribute "CITY": This attribute does not have the High Cardinality flag set. Therefore, SIDs for
"CITY" will be generated when the InfoObject is activated, as is typical for standard InfoObjects without high cardinality.
* ForInfoObject "ADDRESS", since the High Cardinality flag is set,SID values are NOT generated during activation. Instead, they are generated dynamicallywhen data for "ADDRESS" is loadedinto the system. This behavior aligns with the design principle of high cardinality objects to defer SID generation until runtime.
* Forattribute "CITY", SID values are generated during activation because it does not have the High Cardinality flag set.
Key Concepts:Scenario Analysis:Effects on SID Values:Why Option D is Correct:The correct answer isD.
SID values are generated when data for InfoObject "ADDRESS" is loaded. This is consistent with the behavior of high cardinality InfoObjects in SAP BW. SID generation is deferred until data loading to optimize performance and storage.
* SAP BW Documentation on High Cardinality: SAP BW systems use the High Cardinality flag to manage large datasets efficiently. For high cardinality objects, SIDs are generated at runtime during data loading rather than during activation.
* SAP Note on SID Generation: SAP notes related to SID generation (e.g., Note 2008578) explain the behavior of high cardinality objects and their impact on SID management.
* SAP Data Fabric Best Practices: In scenarios involving high cardinality, deferring SID generation until data loading is recommended to ensure optimal performance and resource utilization.
References:By understanding the implications of the High Cardinality flag and its interaction with attributes, we can confidently conclude that SID values for "ADDRESS" are generated only when data is loaded.

NEW QUESTION # 81
......

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