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A video processing firm wishes to create a machine learning (ML) model utilizing 600 TB of compressed data stored in the form of thousands of files on the company's on-premises network attached storage system. The organization lacks the requisite computational capacity on-premises for machine learning studies and wishes to use AWS. Within three weeks, the organization must complete the data move to AWS. The data transmission will occur just once. Encryption of data in transit is required. The company's internet connection has a measured upload speed of 100 Mbps, and it is shared by many departments. Which approach will be the most cost-effective in meeting these requirements?
A
Order several AWS Snowball Edge Storage Optimized devices by using the AWS Management Console. Configure the devices with a destination S3 bucket. Copy the data to the devices. Ship the devices back to AWS.
B
Set up a 10 Gbps AWS Direct Connect connection between the company location and the nearest AWSRegion. Transfer the data over a VPN connection into the Region to store the data in Amazon S3.
C
Create a VPN connection between the on-premises network storage and the nearest AWS Region.Transfer the data over the VPN connection.
D
Deploy an AWS Storage Gateway file gateway on premises. Configure the file gateway with a destination S3 bucket. Copy the data to the file gateway.