Model Store Back Up and Retention

The Model Store uses a dedicated OSS bucket in each region for storing model artifacts.

Important

The back up functionality is only available in commercial realms where Data Science has several regions.
OCI's OSS service ensures high durability by redundantly storing each object across several availability domains or fault domains, depending on the region's infrastructure. It monitors and maintains data integrity, repairing any detected corruption. This system autonomously handles any loss in data redundancy, ensuring no impact on users.

Data Replication plays a crucial role in protecting against the impacts of natural disasters and is essential for disaster recovery and data redundancy compliance. In sectors where compliance and record-keeping regulations are strict, the effective archiving and purging of inactive models become vital. Such practices are key elements of sustainable data management, aiding in controlling storage expenses and upholding data integrity.