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

A financial services company wants to deploy IBM Cloud Pak for Data with high availability across multiple availability zones. Which deployment topology should the solution architect recommend?

During the installation of Cloud Pak for Data, which prerequisite component must be installed and configured on the Red Hat OpenShift cluster before deploying the control plane?

A data governance team needs to automatically classify sensitive customer data across multiple data sources in Cloud Pak for Data. Which component should they primarily use?

An organization wants to deploy machine learning models trained in Watson Studio to production environments with monitoring and automated retraining. Which Cloud Pak for Data service provides this functionality?

What is the primary purpose of the Cloud Pak for Data control plane?

A company has both on-premises databases and cloud data sources. They want to create a unified view of data without moving it. Which Cloud Pak for Data service should the architect recommend?

During a Cloud Pak for Data installation, the architect needs to configure external identity provider integration for enterprise SSO. Which authentication method should be configured in the control plane?

A manufacturing company wants to implement a complete data lineage solution to track data from source systems through transformations to analytics dashboards. Which combination of Cloud Pak for Data components provides this capability?

An architect is designing a Cloud Pak for Data solution that requires processing sensitive healthcare data subject to HIPAA compliance. Which architectural consideration is MOST critical?

A data scientist reports that their Watson Studio notebook kernel keeps crashing when processing large datasets. What is the MOST likely solution?

When designing a multi-tenant Cloud Pak for Data architecture, what is the recommended approach for isolating different business units while maintaining centralized administration?

After installing Cloud Pak for Data, the administrator needs to configure backup and disaster recovery. Which components are MOST critical to backup regularly?

A retail company wants to enforce data quality rules that automatically validate incoming data and reject records that don't meet specific criteria. Which Cloud Pak for Data capability should be implemented?

An organization needs to monitor deployed machine learning models for prediction bias and model drift in production. Which Watson Machine Learning feature addresses this requirement?

What is the purpose of deployment spaces in Cloud Pak for Data?

An enterprise architect needs to design a Cloud Pak for Data solution that processes real-time streaming data for fraud detection. Which architectural pattern and components should be recommended?

During Cloud Pak for Data installation, an administrator encounters pod scheduling failures with 'Insufficient CPU' errors. What is the MOST appropriate solution?

A financial institution needs to mask sensitive customer information (like credit card numbers) when data scientists access data for model development. Which Cloud Pak for Data feature provides this capability?

An organization is experiencing performance issues with complex analytical queries across multiple data sources in Cloud Pak for Data. The architecture currently uses Data Virtualization. What optimization strategy should the architect recommend?

A Cloud Pak for Data deployment needs to integrate with an existing Apache Spark cluster external to OpenShift for large-scale data processing. What is the recommended integration approach?