Which tools does AWS offer for data migration?

AWS provides a variety of tools for data migration, and the selection that includes AWS Data Migration Service (DMS) and AWS Snowball is particularly relevant for efficiently transferring data.

AWS Data Migration Service is specifically designed to help you migrate databases to AWS quickly and securely. It supports a wide range of database engines and can handle both homogeneous and heterogeneous migrations, allowing users to replicate and synchronize data from on-premises databases to AWS cloud services effectively.

AWS Snowball complements DMS by addressing data transfer needs for larger datasets. This physical appliance is utilized to securely transfer massive amounts of data into and out of the AWS cloud. It is especially useful in scenarios where bandwidth is a limiting factor, as it allows organizations to ship data in a secure and efficient manner without relying solely on internet connectivity.

The other options do not directly pertain to data migration tasks. For instance, AWS Glue and AWS Step Functions are more oriented towards data preparation, orchestration, and ETL processes rather than the actual migration of data. AWS RDS is a managed database service, and AWS VPC focuses on network configurations, neither of which are intended for migrating data. Finally, AWS CloudFormation and AWS Amplify are tools used for infrastructure management and web/mobile app development, respectively,