InfinSnap

Fine grained snapshots of data

InfinSnap for S3 enhances S3 with snapshot capabilities. Most applications treat S3 like a hierarchical file system and read multiple objects from S3, e.g. read all files in a directory for a machine learning training run, or an analytics query.

WHAT IS INFINSNAP?​

Infinite fine grained snapshots of data stored in cloud object stores.​​

InfinSnap provides consistent snapshot view of data for applications including ML Training. InfinSnap is like a time machine for cloud object stores, enhanced to provide instant access to snapshots. 

Reproducible ML Training is finally possible, because you can re-run the training against the same snapshot. Since a read-only copy of the data is perpetually available, you can go back and tweak parameters in past experiments and retrain against the same data.

 

Infinite Snapshots of Data

Consistent snapshot view of data for applications including ML Training

Consistency is Key

Ingested programs can continue to create objects in the bucket, read applications, and see a consistent view

Reproducible ML Training

Reproducible ML Training is finally possible, because you can re-run the training against the same snapshot

Quantify Model Performance

Test multiple models against the same snapshot of data to quantify model performance