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IBM Cloud Pak for Data v4.7 Architect Sample Questions (Q168-Q173):
NEW QUESTION # 168
What is the purpose of the IBM Data Replication service?
- A. To integrate and synchronize data.
- B. To monitor database activity.
- C. To transform and validate data moving from source to target.
- D. To provide a unified view of disparate data sources.
Answer: A
Explanation:
The IBM Data Replication service in Cloud Pak for Data is designed to integrate and synchronize data between various systems, ensuring that data in target systems is kept up-to-date with the source systems. It supports near real-time replication and change data capture (CDC) mechanisms, making it ideal for analytics environments that require continuous synchronization.
The service is not a tool for database activity monitoring (A), creating unified virtual views (B), or performing heavy data transformations (D).
NEW QUESTION # 169
Which of the following services is NOT included in IBM Cloud Pak for Data?
- A. Watson Studio
- B. IBM Cloud Pak for Multicloud Management
- C. IBM DataStage
- D. Watson Knowledge Catalog
Answer: B
Explanation:
IBM Cloud Pak for Data includes services like Watson Studio (for AI and data science), Watson Knowledge Catalog (for data governance), and IBM DataStage (for data integration). IBM Cloud Pak for Multicloud Management is a different solution focused on managing multiple cloud environments, not data.
NEW QUESTION # 170
Which type of OpenShift route configuration supports client certificate authentication?
- A. Edge
- B. Passthrough
- C. Re-encrypt with a custom certificate
- D. Re-encrypt
Answer: B
Explanation:
Passthrough route configuration on OpenShift is the only route type that preserves the original TLS connection from the client to the backend service. This is essential for supporting client certificate authentication, as the certificate must be passed directly to the application without termination or inspection at the router level. Edge and Re-encrypt routes terminate the TLS connection at the OpenShift router or re- encrypt it with a new certificate, making them unsuitable for mutual TLS (mTLS) or client certificate scenarios.
NEW QUESTION # 171
How are caches defined in IBM Data Virtualization?
- A. DataStage flows are created in a project for maintaining caches.
- B. Caches are suggested based on statistics collected during data source configuration.
- C. Caches are manually defined based on recommendations and monitoring data.
- D. They are created automatically based on usage patterns.
Answer: C
Explanation:
In IBM Data Virtualization, caches must be manually defined by administrators. While monitoring and query performance statistics can guide where caching would be beneficial, the creation and configuration of caches (e.g., refresh schedules and scope) are manual tasks. There is no automated cache creation mechanism (A), nor are DataStage flows used for cache maintenance (B). Suggestions based on statistics (D) may assist administrators, but they do not automatically create the caches.
NEW QUESTION # 172
Insurance industry datasets frequently include personally identifiable information (PII) and many data analysts need access to datasets but not to PII.
Which Cloud Pak for Data services leverage Data Protection Rules?
- A. DataStage, SPSS Modeler, and Python Notebooks
- B. Watson Discovery and Watson Assistant
- C. Data Refinery, Watson Pipeline, and Watson Studio
- D. IBM Data Virtualization, Data Privacy, and IBM Knowledge Catalog
Answer: D
Explanation:
IBM Cloud Pak for Data includes built-in Data Protection Rules to enforce access control on sensitive data, such as PII. These rules are integrated directly into services like IBM Data Virtualization, Data Privacy, and IBM Knowledge Catalog. When analysts or applications access data through these services, the platform automatically masks, obfuscates, or restricts access to sensitive fields based on the defined policies. This ensures compliance with data privacy regulations and organizational security policies without manual intervention.
NEW QUESTION # 173
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