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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	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
Topic 3	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 4	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.
Topic 5	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 6	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 7	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q42-Q47):

NEW QUESTION # 42
Where can you automatically generate a process chain?

A. Form a data flow objetc
B. Within the process chain maintance
C. Within the process chain editor app
D. from a streaming enable DataSource

Answer: A

NEW QUESTION # 43
You created an Open ODS view of type Facts.
With which object types can you associate a field in the Characteristics folder? Note: There are 2 correct answers to this question.

A. InfoObject of type Characteristic
B. Open ODS view of type Master Data
C. Open ODS view of type Facts
D. HDI Calculation View of data category Dimension

Answer: A,B

Explanation:
In SAP Data Engineer - Data Fabric, specifically within the context of Open ODS views, associating fields in the Characteristics folder is a critical task for data modeling. Let's break down the options and understand why A and B are the correct answers:
* Explanation: Open ODS views of type "Master Data" are designed to hold descriptive attributes or characteristics that provide context to transactional data (facts). When you create an Open ODS view of type "Facts," you can associate fields in the Characteristics folder with master data objects. This association allows the fact data to be enriched with descriptive attributes from the master data.

NEW QUESTION # 44
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. Query results are shown only when data has been activated.
B. Reporting is done based on a union of the inbound active tables.
C. The change log table will be filled only after data activation.
D. The records are treated as if all characteristics are in the key.

Answer: A,B

Explanation:
When creating aData Store object (advanced)in SAP BW/4HANA, selecting the"Data Mart DataStore Object" modeling property defines specific behaviors tailored for reporting and analytics. This type of DataStore object is optimized for use as a data mart, meaning it is designed to store aggregated or cleansed data that is ready for consumption by reporting tools.
* Query Results Are Shown Only When Data Has Been Activated (B):In aData Mart DataStore Object, data must be explicitly activated before it becomes available for reporting. This ensures that only consistent and validated data is exposed to end users. During the activation process:
* Data is moved from the inbound table to the active table.
* Any errors or inconsistencies are resolved before the data is made available for querying.
* Queries executed against the DataStore object will only display results from the active table, ensuring reliable and accurate reporting.
* Reporting Is Done Based on a Union of the Inbound Active Tables (C):AData Mart DataStore Objectsupports multiple inbound tables, which can be used to store data from different sources or partitions. For reporting purposes, the system performs aunionof these inbound active tables to provide a consolidated view of the data. This behavior is particularly useful when integrating data from multiple sources into a single reporting layer.
Behaviors Specific to the "Data Mart DataStore Object" Modeling Property:
* A. The Change Log Table Will Be Filled Only After Data Activation:This statement is incorrect because thechange log tableis not a feature of theData Mart DataStore Object. Change logs are typically associated withStaging and Reporting DataStore Objects (Stard)or other types of DataStore objects that track detailed changes. In contrast, a Data Mart DataStore Object focuses on providing aggregated and cleansed data for reporting, without maintaining a detailed change history.
* D. The Records Are Treated as If All Characteristics Are in the Key:This statement is also incorrect. In aData Mart DataStore Object, records are not treated as if all characteristics are part of the key. Instead, the key structure is explicitly defined during the modeling process, and only the specified key fields are used to identify unique records. Treating all characteristics as part of the key is a behavior associated with other types of DataStore objects, such as those used for staging or operational reporting.
Incorrect Options:
SAP Data Engineer - Data Fabric Context:In the context ofSAP Data Engineer - Data Fabric, understanding the behavior of different DataStore object types is essential for designing efficient and scalable data models. TheData Mart DataStore Objectis specifically designed for reporting and analytics, making it a key component of the data fabric architecture. By ensuring that query results are only shown after activation and leveraging a union of inbound active tables, this modeling property supports reliable and consistent reporting across the organization.
For further details, refer to:
* SAP BW/4HANA Data Modeling Guide: Explains the differences between DataStore object types and their specific behaviors.
* SAP Learning Hub: Offers training on designing and implementing DataStore objects in SAP BW
/4HANA.
By selectingB (Query results are shown only when data has been activated)andC (Reporting is done based on a union of the inbound active tables), you ensure that the correct behaviors specific to the "Data Mart DataStore Object" modeling property are identified.

NEW QUESTION # 45
You defined a condition in a BW query for the top 10 of 100 customers based on sales revenue.
Using key figure properties in the BW query which two scenarios regarding result presentation can be achieved? Note: There are 2 correct answers to this question.

A. One result row with the sales revenue sum of the top 10 customers a second result row with the sales revenue sum of the other 90 customers
B. One result row with the sales revenue sum of all 100 customers
C. One result row with the sales revenue sum of the top 10 customers
D. One result row with the sales revenue sum of the top 10 customers a second result row with the sales revenue sum of all 100 customers

Answer: A,C

Explanation:
* Key Figure Properties in Query:
* Key figure properties enable flexible aggregation and presentation of data in BW queries.
* They allow splitting or consolidating result rows based on specific conditions or properties.
* Scenario Explanation:
* Answer C:A single result row showing the aggregated sales revenue for the top 10 customers.
* Answer D:Two separate result rows: one for the top 10 customers' revenue and another for the remaining 90 customers.
References:
* SAP BW Query Design Documentation
* SAP Learning Hub - Conditional Reporting Techniques in BW Queries

NEW QUESTION # 46
You want to set up the replication process for the SAP Landscape Transformation Replication Server.
Which actions can you define for a specific table? Note: There are 2 correct answers to this question.

A. Apply mapping rules during the replication
B. Apply customizing settings to the database redo logs.
C. Convert Unicode to non-Unicode
D. Set the reading type and portion sizes
E. Change or enrich the table structure

Answer: A,D

NEW QUESTION # 47
......

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