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A company with a 50 TB data reporting requirement seeks to migrate data from on-premises to AWS, while minimizing operational overhead. Their data center's bandwidth is fully utilized, preventing network transfer during the data transformation process performed weekly by a custom application. The application will be paused for the migration. Identify the solution that allows data transfer and continued transformation operations in AWS with the least overhead.
A
Utilize AWS DataSync for data migration and AWS Glue for creating a custom transformation job.
B
Procure an AWS Snowcone device for data migration and deploy the transformation application on it.
C
Acquire an AWS Snowball Edge Storage Optimized device for data transfer, then develop a custom transformation job with AWS Glue.
D
Order an AWS Snowball Edge device with integrated Amazon EC2 compute for data migration, and establish a new EC2 instance in AWS to execute the transformation application.