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IBM Cloud Pak for Data v4.7 Architect Sample Questions (Q33-Q38):
NEW QUESTION # 33
How is storage managed in watsonx.data to enhance data accessibility and efficiency?
- A. Using a flat-file storage system
- B. Through hierarchical storage management
- C. Leveraging distributed storage architecture
- D. Utilizing centralized storage management
Answer: C
NEW QUESTION # 34
What is the primary goal of High Availability in computing environments?
- A. To minimize downtime and prevent data loss
- B. To reduce the efficiency of backup processes
- C. To maximize system downtime
- D. To ensure a system operates at its peak capacity
Answer: A
NEW QUESTION # 35
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. Watson Discovery and Watson Assistant
- B. Data Refinery, Watson Pipeline, and Watson Studio
- C. DataStage, SPSS Modeler, and Python Notebooks
- 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 # 36
What can be used to deliver business-ready data to feed AI and analytics projects?
- A. IBM Data Catalog for Cloud Pak for Data
- B. IBM Knowledge Catalog for Cloud Pak for Data
- C. Watson Machine Learning for Cloud Pak for Data
- D. Watson Machine Learning Accelerator on Cloud Pak for Data
Answer: B
Explanation:
IBM Knowledge Catalog is the core governance and cataloging service within Cloud Pak for Data that enables the delivery of trusted, business-ready data to AI and analytics pipelines. It provides data lineage, metadata management, access policies, and quality scores, ensuring data consumers use curated and compliant data. Watson Machine Learning and its accelerator are focused on model training and inference, while IBM Data Catalog is a former term replaced by Knowledge Catalog in recent versions.
NEW QUESTION # 37
Which option is supported for backing up and restoring Cloud Pak for Data on a FIPS-enabled cluster?
- A. Snap and Restore Tool
- B. Online backup and restore to a different cluster
- C. Watson Backup Assistant
- D. Online backup and restore to the same cluster
Answer: D
Explanation:
For Cloud Pak for Data deployed on a FIPS-enabled cluster, the supported method for backup and restore is the online backup and restore to the same cluster. This method ensures that the data and configuration remain compliant with FIPS encryption standards. Offline and cross-cluster restore methods are not supported under FIPS constraints due to strict requirements around key handling and encryption. The Snap and Restore Tool and Watson Backup Assistant are not applicable to this context.
NEW QUESTION # 38
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