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Your retail company is currently using DynamoDB to store product catalog data. Due to increasing data volumes and the need for better scalability, cost efficiency, and AI features; you have decided to migrate your data to Bigtable. You want a cost-effective migration, with minimal downtime and minimal effort, while ensuring data consistency between the two databases. What should you do-
Correct Answer: B
The most efficient, low-downtime migration approach is to use a Dataflow pipeline with DynamoDBIO and BigtableIO connectors. This enables near real-time streaming replication from DynamoDB to Bigtable, ensuring ongoing consistency during migration. Once the pipeline is in place and synchronized, you can cut over with minimal downtime, making it cost-effective and requiring minimal manual effort compared to custom scripts or batch exports.