Exam Associate-Data-Practitioner Topic 1 Question 1 Discussion

Actual exam question for Google's Associate-Data-Practitioner exam
Question #: 1
Topic #: 1

You are migrating data from a legacy on-premises MySQL database to Google Cloud. The database contains various tables with different data types and sizes, including large tables with millions of rows and transactional dat a. You need to migrate this data while maintaining data integrity, and minimizing downtime and cost. What should you do?

A. Set up a Cloud Composer environment to orchestrate a custom data pipeline. Use a Python script to extract data from the MySQL database and load it to MySQL on Compute Engine. B. Export the MySQL database to CSV files, transfer the files to Cloud Storage by using Storage Transfer Service, and load the files into a Cloud SQL for MySQL instance. C. Use Database Migration Service to replicate the MySQL database to a Cloud SQL for MySQL instance. D. Use Cloud Data Fusion to migrate the MySQL database to MySQL on Compute Engine.

Suggested Answer: C Vote an answer

Using Database Migration Service (DMS) to replicate the MySQL database to a Cloud SQL for MySQL instance is the best approach. DMS is a fully managed service designed for migrating databases to Google Cloud with minimal downtime and cost. It supports continuous data replication, ensuring data integrity during the migration process, and handles schema and data transfer efficiently. This solution is particularly suited for large tables and transactional data, as it maintains real-time synchronization between the source and target databases, minimizing downtime for the migration.

by Kristin at Dec 19, 2025, 10:11 AM

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