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Last Updated: Jul 20, 2026
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| Section | Objectives |
|---|---|
| Performance Optimization | - System performance tuning strategies - Query and data model optimization techniques |
| Data Acquisition and ETL | - Transformation and data loading processes - DataSources and extraction methods |
| BW/4HANA Architecture | - Data warehousing concepts and LSA++ architecture - SAP BW/4HANA system architecture and components |
| Data Modeling | - Data modeling principles in BW/4HANA - InfoObjects, ADSOs, CompositeProviders |
| Reporting and Analytics | - SAP BW Query design - Integration with SAP Analytics tools |
| Administration and Monitoring | - Monitoring data loads and performance - System administration in BW/4HANA |
1. What is the result when the Trigger Delta Merge process chain step is executed for a given data target?
Please choose the correct answer.
Response:
A) The delta between the new data and the already loaded data is calculated in the data target.
B) Only data from the delta queue is extracted and merged into the data target.
C) The before and after images of the delta queue are merged and sent to the data target.
D) Data is transferred from the delta store to the main store of the data target.
2. What all are the elements of LSA?
There are 3 correct answers to this question.
Response:
A) Result of transformations stored in additional persistent Layer, i.e. Architected Data Mart
B) Virtualization Layer only on top of Architected Data Mart and only UNION (MultiProvider)
C) Reading from a DSO is faster
D) Calculations and aggregations are faster
E) No reporting on Propagator
3. How can HANA-optimized Data Store Objects leverage SAP HANA technology? Identify from the following options.
There are 3 correct answers to this question.
Response:
A) Multi Provider
B) Accelerate data loads
C) Allow faster Remodeling of structural changes
D) Reduce the amount of physical storage
E) No adoption of processes
4. Transactional data is loaded into different Info Providers that are partitioned according to characteristics.
Identify from the following characteristics?
There are 2 correct answers to this question.
Response:
A) Human characteristics
B) Demographic characteristics
C) Time characteristics
D) Organizational characteristics
5. Identify the two main characteristics of Virtual Data Marts on Open ODS and/or EDW?
There are 2 correct answers to this question.
Response:
A) Time- to market
B) Virtual Provider
C) Flexibility
D) Transient Provider
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,B,E | Question # 3 Answer: B,C,D | Question # 4 Answer: C,D | Question # 5 Answer: A,C |
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