NEW C-BW4H-2404 EXAM SAMPLE | 100% FREE VALID VALID BRAINDUMPS SAP CERTIFIED ASSOCIATE - DATA ENGINEER - DATA FABRIC BOOK

New C-BW4H-2404 Exam Sample | 100% Free Valid Valid Braindumps SAP Certified Associate - Data Engineer - Data Fabric Book

New C-BW4H-2404 Exam Sample | 100% Free Valid Valid Braindumps SAP Certified Associate - Data Engineer - Data Fabric Book

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SAP C-BW4H-2404 Exam Syllabus Topics:

TopicDetails
Topic 1
  • SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW
  • 4HANA environment.
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
  • 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 5
  • Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW
  • 4HANA built on SAP HANA technology.
Topic 6
  • 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 7
  • Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q27-Q32):

NEW QUESTION # 27
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. Associate the field with the characteristic In the Open ODS View
  • C. Associate the field with the characteristic in the CompositeProvider
  • D. Add the characteristic to the DataStore object (advanced)

Answer: D


NEW QUESTION # 28
How can the delta merge process be initiated in SAP BW/4HANA? Note: There are 2 correct answers to this question.

  • A. By setting a specific flag in the transformation
  • B. By setting a specific flag in the data transfer process
  • C. By using the SAP BW/4HANA data load monitor.
  • D. By using a specific process type in a process chain

Answer: D

Explanation:
The delta merge process is used to transfer data modifications from the delta storage to the main storage in SAP HANA database.
It can be initiated in SAP BW/4HANA in the following ways:
* By using a specific process type in a process chain, called Trigger for DB Merge. This process type can be added to a process chain and linked to the loading processes that require a delta merge. The process type allows specifying the object type and name for the delta merge.
* By using the SAP BW/4HANA data load monitor, which is a web-based tool for monitoring and managing data loads. The data load monitor has an option to trigger a database merge for an object after a successful data load.


NEW QUESTION # 29
How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.

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

Answer: A,B,C

Explanation:
* Agile Models (Answer A):
* SAP Datasphere empowers business users to connect multiple data sources and create flexible, user-friendly models without IT dependencies.
* Restricted Calculated Columns (Answer D):
* Users can define restricted or calculated columns for advanced analytics using existing data models, enhancing decision-making capabilities.
* CSV Uploads (Answer E):
* The platform allows users to directly upload external data sources, such as CSV files, to enrich their analysis and models.
* Fiori Apps (Option B):Embedded Fiori apps are related to transactional systems, not Datasphere modeling.
* System Resource Allocation (Option C):Resource allocation typically requires IT involvement.
Incorrect Options:References:
* SAP Datasphere User Guide


NEW QUESTION # 30
You need to derive an architecture overview model from a key figure matrix. Which is the first step you need to take?

  • A. Identify transformations.
  • B. Define data marts.
  • C. Analyze storage requirements.
  • D. Identify sources.

Answer: D

Explanation:
Deriving anarchitecture overview modelfrom a key figure matrix is a critical step in designing an SAP BW
/4HANA solution. The first step in this process is toidentify the sourcesof the data that will populate the key figures. Understanding the data sources ensures that the architecture is built on a solid foundation and can meet the reporting and analytical requirements.
* Identify sources (Option B):Before designing the architecture, it is essential to determine where the data for the key figures originates. This includes identifying:
* Source systems:ERP systems, external databases, flat files, etc.
* Data types:Transactional data, master data, metadata, etc.
* Data quality:Ensuring the sources provide accurate and consistent data.
* Identifying sources helps define the data extraction, transformation, and loading (ETL) processes required to populate the key figures in the architecture.
* Identify transformations (Option A):Transformations are applied to the data after it has been extracted from the sources. While transformations are an important part of the architecture, they cannot be defined until the sources are identified.
* Analyze storage requirements (Option C):Storage requirements depend on the volume and type of data being processed. However, these requirements can only be determined after the sources and data flows are understood.
* Define data marts (Option D):Data marts are designed to serve specific reporting or analytical purposes.
Defining data marts is a later step in the architecture design process and requires a clear understanding of the sources and transformations.
* Identify sources:Determine the origin of the data.
* Map data flows:Define how data moves from the sources to the target system.
* Apply transformations:Specify the logic for cleansing, enriching, and aggregating the data.
* Design storage layers:Decide how the data will be stored (e.g., ADSOs, InfoCubes).
* Define data marts:Create specialized structures for reporting and analytics.
* Source Identification:Identifying sources is the foundation of any data architecture. Without knowing where the data comes from, it is impossible to design an effective ETL process or storage model.
* Key Figure Matrix:A key figure matrix provides a high-level view of the metrics and dimensions required for reporting. It serves as a starting point for designing the architecture.
* SAP BW/4HANA Modeling Guide:This guide explains the steps involved in designing an architecture, including source identification and data flow mapping.
* Link:SAP BW/4HANA Documentation
* SAP Note 2700980 - Best Practices for Architecture Design in SAP BW/4HANA:This note provides recommendations for designing scalable and efficient architectures in SAP BW/4HANA.
Why Other Options Are Incorrect:Steps to Derive an Architecture Overview Model:Key Points About Architecture Design:References to SAP Data Engineer - Data Fabric:By starting withsource identification, you ensure that the architecture overview model is grounded in the actual data landscape, enabling a robust and effective solution design.


NEW QUESTION # 31
For a BW query you want to have the first month of the current quarter as a default value for an input-ready BW variable for the characteristic 0CALMONTH.
Which processing type do you use?

  • A. Replacement Path
  • B. Manual Input with offset value
  • C. Manual Input with default value
  • D. Customer Exit

Answer: B

Explanation:
In SAP BW (Business Warehouse) and SAP Data Engineer - Data Fabric, variables are used in queries to allow dynamic input or automatic determination of values for characteristics like0CALMONTH(calendar month). The processing type of a variable determines how its value is derived or set. For this question, the goal is to set thefirst month of the current quarteras the default value for an input-ready BW variable.
* A. Manual Input with offset value
* This processing type allows you to define a default value for the variable based on an offset calculation relative to the current date or other reference points.
* In this case, you can configure the variable to calculate the first month of the current quarter dynamically using an offset. For example:
* If the current month is April (which belongs to Q2), the variable will automatically calculate January (the first month of Q2).
* This is achieved by leveraging the system's ability to determine the current quarter and then applying an offset to identify the first month of that quarter.


NEW QUESTION # 32
......

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