Professional Data EngineerDesigning data processing systemsMedium
A healthcare provider is building a data lake for patient records, which contain highly sensitive Protected Health Information (PHI). They need to implement strong data governance to ensure data quality, enforce access policies, track data lineage, and classify sensitive data. Which Google Cloud service is specifically designed to address these data governance challenges in a unified manner?
- ASecurity Command Center
- BCloud IAM
- CDataplex
- DCloud DLP
Show answer & explanationAnswer & explanation
Correct answer: C. Dataplex
Dataplex is a fully managed data lake management service that helps organizations curate, secure, monitor, and manage their data across data lakes, data warehouses, and datamarts. It provides capabilities for data quality, metadata management, data discovery, and data lineage, making it ideal for comprehensive data governance, especially with sensitive data like PHI.
Why the other options are wrong
- A. Security Command Center is a security and risk management platform, not a dedicated data governance service.
- B. Cloud IAM manages access permissions but doesn't provide data quality, lineage, or classification for data governance.
- D. Cloud DLP (Data Loss Prevention) identifies and redacts sensitive data but doesn't offer a comprehensive data governance platform for quality, lineage, and discovery.
Dataplex for Data Governance
Dataplex is a fully managed, intelligent data fabric that unifies distributed data, enabling organizations to centrally manage, monitor, and govern data across data lakes, data warehouses, and datamarts.
- Provides data quality, metadata management, and data discovery.
- Enables data lineage tracking.
- Facilitates data classification and access policy enforcement.
Memory trick: Dataplex is the 'Data Inspector' for your entire data landscape.