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

A financial services company needs to deploy Cloud Pak for Data with high availability and disaster recovery capabilities across multiple data centers. Which deployment architecture should the solution architect recommend?

During the installation of Cloud Pak for Data on Red Hat OpenShift, which prerequisite component must be installed first before deploying any data services?

A data engineer needs to integrate data from multiple heterogeneous sources including Oracle databases, Hadoop clusters, and cloud object storage into Cloud Pak for Data. Which service should be primarily used for this integration pattern?

After deploying Cloud Pak for Data, users report slow performance when accessing analytics workloads. Which monitoring approach should the solution architect implement first to identify the bottleneck?

A retail company wants to implement a data governance strategy that includes automated data classification, policy enforcement, and lineage tracking across their Cloud Pak for Data environment. Which service provides these capabilities?

An organization needs to design a Cloud Pak for Data architecture that supports both development and production environments with strict isolation between them. What is the recommended approach?

When configuring storage for Cloud Pak for Data services, a solution architect must choose between different storage classes. Which storage characteristic is most critical for database services like Db2 Warehouse?

A data science team reports that their Watson Studio notebook kernels are frequently being terminated during long-running machine learning training jobs. What is the most likely cause and solution?

An enterprise wants to enable self-service analytics while maintaining central control over data access and usage. Which Cloud Pak for Data architectural pattern best supports this requirement?

When integrating Cloud Pak for Data with an existing enterprise LDAP directory for authentication, which component is responsible for managing this integration?

A global manufacturing company needs to deploy Cloud Pak for Data to comply with data residency requirements where customer data must remain in specific geographic regions. What architectural approach should be recommended?

During a Watson Machine Learning deployment, models are failing to deploy with timeout errors. Investigation shows the model runtime images are large and take too long to pull. What is the best optimization strategy?

A solution architect needs to design data virtualization access patterns for Cloud Pak for Data. Which scenario is most appropriate for using Data Virtualization instead of physically moving data?

What is the purpose of the cpd-cli tool in Cloud Pak for Data administration?

A company wants to implement a machine learning pipeline that includes data preparation, model training, model evaluation, and automated deployment. Which Cloud Pak for Data capability should be used to orchestrate this end-to-end workflow?

In a Cloud Pak for Data architecture, multiple services need to share common connection definitions to data sources. What is the best practice for managing these connections?

A Cloud Pak for Data environment experiences intermittent pod restarts and instability. Analysis of OpenShift events shows OOMKilled (Out of Memory) errors for several services. What is the most comprehensive resolution approach?

An organization needs to implement fine-grained access control where different users can see different rows of the same table based on their department. Which Cloud Pak for Data feature enables this requirement?

When designing a Cloud Pak for Data solution that requires integration with external SaaS applications and APIs, which architectural component should be considered for API management and security?

During Cloud Pak for Data installation, what is the significance of properly configuring the storage classes before deploying services?