A company wants to create a long-term storage solution that will allow users to upload terabytes of images and videos. The company will use the images and videos to train machine learning (ML) models.

Question

Options

• AProvision an Amazon S3 bucket for users to upload images and videos. Copy the data from the
• BProvision an Amazon S3 bucket for users to upload images and videos. Configure the S3 bucket
• CConfigure an Amazon SageMaker AI notebook instance with 16 GB of storage. Create a custom
• DProvision an Amazon S3 bucket for users to upload images and videos. Copy the data from the

• B
  95% (19)
• C
  5% (1)

Explanation

Amazon S3 is the most scalable and cost-optimized object storage for large amounts of data. It integrates natively with Amazon SageMaker, which allows direct access to S3 data for machine learning training jobs without the need to copy data elsewhere. The S3 Intelligent-Tiering storage class further optimizes storage costs for data with unknown or changing access patterns, while maintaining immediate availability for ML training. Copying to FSx for Lustre or EFS adds unnecessary complexity and cost unless ultra-high throughput POSIX file access is specifically required, which is not mentioned here.

No community discussion yet for this question.