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SAP C_BW4H_2505 SAP Certified Associate - Data Engineer - SAP BW/4HANA Exam Practice Test

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Total 80 questions

SAP Certified Associate - Data Engineer - SAP BW/4HANA Questions and Answers

Question 1

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 correctanswers to this question.

Options:

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

Question 2

In an SAP HANA smart data integration flowgraph, which transformation options are available?Note: There are 3 correctanswers to this question.

Options:

A.

Split datasets

B.

Call an ABAP function module

C.

Inctude a stored procedure

D.

Run an SAP HANA analysis process

E.

Combine datasets

Question 3

You define a remote subscription of type UPSERT in an SAP HANA Smart Data Integration (SDI) real-time update scenario.Which fields are added to the DataSource automatically?Note: There are 3 correctanswers to this question.

Options:

A.

SDI_LENTITY_COUNTER

B.

SDILCHANGE_SEQUENCE

C.

SDILCHANGE_TIME

D.

SDILCHANGE_TYPE

E.

SDILRECORD_MODE

Question 4

You have already loaded data from a non-SAP system into . 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?

Options:

A.

SAP ABAP Connection

B.

SAP BW Shell Migration

C.

SAP BW Remote Migration

D.

SAP BW/4HANA Model Transfer

Question 5

What is the maximum number of reference characteristics that can be used for one key figure with a multi- dimensional exception aggregation in a BW query?

Options:

A.

10

B.

7

C.

5

D.

3

Question 6

Which objects values can be affected by the key date in a BW query? Note: There are 3 correctanswers to this question.

Options:

A.

Display attributes

B.

Basic key figures

C.

Time characteristics

D.

Hierarchies

E.

Navigation attributes

Question 7

For which requirements do you suggest an SAP HANA modeling focus rather than an focus? Note: There are 2 correctanswers to this question.

Options:

A.

Finding the best match using a fuzzy search

B.

Loading snapshots or deltas from different sources on a periodic basis

C.

Leveraging SQL in-house knowledge

D.

Reporting on a harmonized set of master data

Question 8

Which SAP solutions can leverage the Write Interface for DataStore objects (advanced) to push data into the inbound table of DataStore objects (advanced)? Note: There are 2 correctanswers to this question.

Options:

A.

SAP Process Integration

B.

SAP Lscape Transformation Replication Server

C.

SAP Data Services

Question 9

What are some of the variable types in a BW query that can use the processing type SAP HANA Exit? Note: There are 2 correctanswers to this question.

Options:

A.

Hierarchy node

B.

Formula

C.

Text

D.

Characteristic value

Question 10

How does integrating SAP Databricks within SAP Business Data Cloud reduce IT overhead for customers?

Options:

A.

By automating data ingestion pipelines

B.

By eliminating the need for rebuilding data structures and business logic externally

C.

By providing pre-built connectors to various data sources

D.

By streamlining data governance processes and minimizing the need for complex data security configurations

Question 11

What foundation is necessary to use SAP S/4HANA embedded analytics?

Options:

A.

SAP HANA optimized business content

B.

ABAP CDS view based virtual data model

C.

Generated external SAP HANA Calculation Views

D.

SAP Agile Data Preparation

Question 12

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?

Options:

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".

Question 13

You want to create a restricted column in an SAP HANA HDI calculation view.What do you need to define?Note: There are 2 correctanswers to this question.

Options:

A.

A reference to an existing measure

B.

An aggregation method

C.

A condition criterion

D.

An SAP HANA data type

Question 14

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 correctanswers to this question.

Options:

A.

Open ODS view of type Master Data

B.

InfoObject of type Characteristic

C.

Open ODS view of type Facts

D.

HDI Calculation View of data category Dimension

Question 15

How does SAP Business Data Cloud facilitate the use of diverse data sources for Al-powered analytics?

Options:

A.

By integrating diverse data sources through custom APIs

B.

By providing a secure platform for storing and managing diverse data sets

C.

By centralizing data from both SAP and non-SAP sources into a unified semantic layer

D.

By transforming raw data from diverse sources into a standardized format

Question 16

Which features does SAP Analysis for Microsoft Office provide?Note: There are 3 correct answe rs to this question,

Options:

A.

Changing context menu entries

B.

Including more than one data source

C.

Dragging measures in and out of the report

D.

Creating bookmarks for a navigation state

E.

Displaying data simultaneously in a table and a chart

Question 17

In a DataStore object (advanced) of type Data Mart, which request-based deletion is possible?

Options:

A.

Any not activated request in the inbound table

B.

Only the most recent request in the active data table

C.

Any request in the active data table

D.

Only the most recent not activated request in the inbound table

Question 18

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

Options:

A.

Identify transformations.

B.

Identify sources.

C.

Analyze storage requirements.

D.

Define data marts.

Question 19

Which solution enables advanced Al and machine learning models on combined SAP and third-party data?

Options:

A.

SAP Analytics Cloud

B.

SAP Al Launchpad

C.

SAP Databricks

D.

SAP Datasphere

Question 20

In which ODP context is the operational delta queue (ODQ) managed by the target system?

Options:

A.

ODP_BW

B.

ODP SAP

C.

ODP_CDS

D.

ODP_HANA

Question 21

What are some of the advantages of using SAP BW/4HANA business content? Note: There are 2 correctanswers to this question.

Options:

A.

Automatic content activation during installation of SAP BW/4HANA

B.

Automatic generation of Analysis Authorizations during SAP BW/4HANA content activation

C.

Accelerated SAP BW/4HANA implementation using ready-made models

D.

Ability to modify business content objects to meet customer specific requirements

Question 22

You want to create an HD! Calculation View (data category Dimension) and integrate it into an HDI Calculation View (data category Cube with Star Join) of the same HDI container.What is the first required step you need to take?

Options:

A.

Create and build the HDI Calculation View (data category Dimension).

B.

Create and build the HDI Calculation View (data category Cube with Star Join).

C.

Create a synonym for the HDI Calculation View (data category Cube with Star Join).

D.

Create a synonym for the HDI Calculation View (data category Dimension).

Question 23

You created a generic DataSource in SAP ERP, but did not release the DataSource for Operational Data Provisioning (ODP).What is the effect in SAP BW/4HANA?

Options:

A.

The ODP DataSource has to be created using the ODP_HANA source system type.

B.

The ODP DataSource has to be created using the ODP_SAP source system type.

C.

The ODP DataSource cannot be replicated using the ODP_SAP source system type.

D.

The ODP DataSource can be generated using the DataFlow generation feature.

Question 24

You open an SAP Analysis for Microsoft Office workbook.On which Design Panel tabs can you verify the filter values?Note: There are 2 correctanswers to this question.

Options:

A.

Information

B.

Design Rules

C.

Components

D.

Analysis

Page: 1 / 8
Total 80 questions