MCB Data Cloud Certification Practice Exam

Which configuration supports separate AWS S3 buckets for data ingestion and activation?

1. Dedicated S3 data source configuration in Activation Setup

2. Dedicated S3 data source configuration in CDP Setup

3. Dedicated S3 data sources in Data Cloud setup

4. Separate user credentials for data stream and activation

The correct answer is: Dedicated S3 data sources in Data Cloud setup

The configuration that supports separate AWS S3 buckets for data ingestion and activation is the one that allows for dedicated S3 data sources in the Data Cloud setup. This configuration is specifically designed to clearly delineate where data is ingested from and where it is subsequently activated. In the context of data management practices, maintaining different buckets for ingestion and activation is crucial for a variety of reasons, including enhancing data governance, optimizing performance, and ensuring that data management processes are distinct and properly coordinated. By configuring separate S3 data sources in the Data Cloud setup, organizations can streamline their data workflows, prevent data contamination issues, and establish clear pathways for data lifecycle management. While other options may offer aspects of data management, they do not specifically address the need for dedicated storage solutions for different stages of data processing. For instance, configurations in Activation Setup or CDP Setup may not inherently provide the same structural separation necessary for effective data governance. Similarly, having separate user credentials for data streams and activations does not necessarily imply the same rigorous organizational structure that dedicated S3 data sources in the Data Cloud setup provide. Thus, the choice that emphasizes the use of distinct S3 buckets within the Data Cloud setup is the best fit for the requirement.