IBM Cloud Pak for Data v4.x Solution Architect Practice Exam: Test Your Knowledge 2025

A financial services company is planning to deploy IBM Cloud Pak for Data to support multiple business units with varying data governance requirements. Which deployment topology would provide the best isolation while maintaining centralized administration?

During the implementation of Cloud Pak for Data, an architect needs to configure persistent storage for Watson Studio and Watson Machine Learning services. What is the recommended storage class characteristic for optimal performance?

What is the primary purpose of the Watson Knowledge Catalog service within Cloud Pak for Data?

An organization needs to optimize their Cloud Pak for Data deployment to reduce resource consumption while maintaining acceptable performance for data science workloads. Which strategy should be prioritized?

Which component is responsible for managing the control plane and orchestration of Cloud Pak for Data services?

A company is implementing data protection policies in Watson Knowledge Catalog. They need to mask credit card numbers in datasets before analysts can access them. Which feature should be configured?

During a Cloud Pak for Data installation on OpenShift, the installation fails with an error indicating insufficient cluster resources. What should be the first troubleshooting step?

An enterprise architecture team is designing a multi-tenant Cloud Pak for Data solution where different departments need complete isolation of their data science environments. Which combination of features provides the strongest isolation?

What is the recommended approach for integrating external data sources with Cloud Pak for Data for real-time analytics?

A Cloud Pak for Data deployment is experiencing performance degradation during peak hours when multiple data science teams are training machine learning models. Which architectural improvement would most effectively address this issue?

When implementing data lineage tracking in Cloud Pak for Data, which service provides automated end-to-end lineage from data sources through transformations to analytical outputs?

An organization is configuring authentication for Cloud Pak for Data and needs to integrate with their existing enterprise LDAP directory. What is the correct sequence of configuration steps?

Which statement best describes the relationship between Cloud Pak for Data projects and deployment spaces?

A solution architect needs to design a disaster recovery strategy for Cloud Pak for Data. Which components should be included in the backup strategy to ensure complete recoverability?

When configuring Watson OpenScale to monitor machine learning models deployed in Cloud Pak for Data, what is the minimum required configuration?

A data governance team needs to implement a policy that prevents users from exporting datasets containing personally identifiable information (PII) outside the Cloud Pak for Data environment. Which combination of features achieves this requirement?

What is the purpose of the common core services in Cloud Pak for Data architecture?

An organization needs to migrate their existing on-premises analytics workloads to Cloud Pak for Data. They have hundreds of existing DataStage jobs. What is the recommended migration approach?

In a Cloud Pak for Data deployment with multiple services, the Watson Machine Learning service is experiencing intermittent connection timeouts. Which diagnostic approach would most efficiently identify the root cause?

Which Cloud Pak for Data service would be most appropriate for a business analyst who needs to discover available datasets, understand their business context, and assess their quality before using them in reports?