Machine learning requires massive datasets that don’t fit on local disk. S3pro.net can be configured to prefetch training data from S3 into high-performance cache, stream it to GPU instances, and write model checkpoints back asynchronously. Data scientists can treat s3pro.net as a virtually infinite, fast NAS.
The development team behind s3pro.net has released an aggressive roadmap for Q4 2025 and beyond: s3pro.net
Disclosure: I am not affiliated with s3pro.net. This post is based on genuine hands-on experience with the service as of this writing. Machine learning requires massive datasets that don’t fit