SAP HANA CLOUD 001

You have created a calculation view query snapshot and you want to generate an interface view. What is the purpose of the generated input parameter of the interface view? Please choose the correct answer. To evaluate the analytic privileges of different users who access the snapshot table. To map the attributes of the interface view to the original calculation view attributes. To define the selection criteria used during the scheduled insertion of records into the snapshot table. To allow the user to select whether to run a query on the snapshot table or on the original calculation view.

For an organization using cloud-based analytics tools, what are effective strategies for managing data models to ensure optimal performance? There are 2 correct answers to this question. Using a single, large database instance. Frequent scaling of computing resources. Implementing elastic scalability. Conducting manual performance tuning.

What steps can be taken to secure a model against SQL injection attacks in SAP HANA? There are 2 correct answers to this question. Reduce the frequency of data backups. Use prepared statements and parameterized queries. Enable unrestricted access to database logs. Validate all input data in SQL scripts.

Scenario: In a multinational corporation, you are optimizing a model that must handle varying loads and complex queries from multiple regions. What are key strategies to maintain performance across such a broad operational scope? There are 3 correct answers to this question. Localized data processing facilities. Uniform data access policies. Regular updates to the data schema. Global distribution of data. Dynamic resource allocation based on load.

Scenario: Your team is tasked with deploying a new SAP HANA model into production. The model must handle sensitive customer data. What measures should be taken to secure this model effectively? There are 3 correct answers to this question. Regularly audit access and usage logs. Implement data encryption both at rest and in transit. Restrict access based on roles and responsibilities. Integrate with third-party security tools. Enable automatic data backups.

Scenario: An organization is preparing to deploy a new SAP HANA model that will handle sensitive customer data. What security measures should be implemented to ensure compliance with data protection regulations? There are 3 correct answers to this question. Store all sensitive data in plaintext to ensure it is easily accessible. Use network segmentation to isolate the database environment. Encrypt sensitive data both at rest and in transit. Regularly audit data access and modification. Implement a public key infrastructure (PKI) for user authentication.

What are the key benefits of using SAP HANA smart data access (SDA) over traditional data replication methods? There are 2 correct answers to this question. Enhances data security by using encryption methods. Automatically updates data across all instances. Reduces the total cost of ownership by minimizing hardware needs. Allows real-time data analysis without physical replication.

Which of the following are valid reasons to use SQL and SQLScript in SAP HANA models? There are 3 correct answers to this question. To handle complex data transformations efficiently. To integrate with external web services. To automate routine database administration tasks. To improve performance by pushing logic down to the database. To enforce data security by embedding scripts in applications.

What are the key considerations when configuring calculated columns in SAP HANA? There are 2 correct answers to this question. Data type compatibility. Impact on performance. Indexing options. Formula complexity.

Scenario: A company is developing a report that aggregates large sets of transactional data with multiple joins and complex calculations. To optimize performance, which features of SQLScript should they utilize? There are 3 correct answers to this question. Table variables. Parallel processing capabilities. Cursor-based processing. User-defined functions. Scalar functions.

Which statement best describes the use of SQLScript in SAP HANA for data-intensive calculations? Please choose the correct answer. It is less efficient than using ABAP for similar tasks. It is used primarily for database administration tasks. It allows the execution of complex logic directly in the database. It requires additional middleware to function.

Scenario: An organization experiences periodic performance degradation with their SAP HANA models. What measures should be implemented to address this issue? There are 3 correct answers to this question. Optimize indexes based on usage patterns. Conduct a comprehensive system audit to identify bottlenecks. Introduce load balancing across servers. Schedule non-critical operations for off-peak hours. Redefine access controls to reduce load.

Why would you choose to implement a referential join? Please choose the correct answer. To automate the setting of cardinality rules. To develop a series of linked joins. To reuse the settings of an existing join. To ignore unnecessary data sources.

What is the primary benefit of using graphical calculation views in SAP HANA? Please choose the correct answer. They support complex joins, unions, and projections. They automatically optimize data before processing. They eliminate the need for SQL or SQLScript skills. They replace the need for a database administrator.

Which method of data provisioning does not require a secondary database persistence? Please choose the correct answer. SAP SDI. Direct Extractor Connection (DXC). SAP SLT. SAP Data Services.

Scenario: A data engineer is tasked with creating a calculation view that involves multiple currency conversions and aggregations. What scripting language should they use to efficiently handle these calculations within SAP HANA? Please choose the correct answer. Python. JavaScript. SQLScript. ABAP.

What is the purpose of the SAP HANA smart data integration (SDI) feature? Please choose the correct answer. To enhance the security of data transfers. To provide real-time and batch data provisioning. To improve the graphical modeling tools. To replicate data in batch mode only.

You have configured static cache for your calculation view and run a query against it, but the cache results are not being used. What might be the reason for this? Please choose the correct answer. The cache data retention period has expired. The query requests only a subset of the cached results. You did not define a filter in the cache setting. Your cache setting does not specify any columns.

What is an essential aspect of maintaining security for data models when deploying SAP HANA in a hybrid cloud environment? Please choose the correct answer. Regularly changing the cloud service provider. Using only private clouds for sensitive data. Ensuring consistent security policies across environments. Deploying all data models in a public cloud.

Which of the following is NOT a feature of configuring modeling functions in SAP HANA? Please choose the correct answer. Direct updating of transactional tables. Creating filters to restrict data. Utilizing hierarchies to organize data. Setting up parameters for dynamic calculations.

What is the primary function of SAP HANA Cloud Integration in the context of data provisioning? Please choose the correct answer. It is primarily used for integrating SAP systems with third-party cloud services. It acts as a primary database for SAP solutions. It serves as a standalone data storage solution. It provides tools for offline data analysis.