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Self-hosting DVC Studio
DVC Studio Enterprise users can host DVC Studio on their own infrastructure (on-premises) or in their cloud accounts.
Please note that our support is needed to make DVC Studio's cloud/Docker images available to you to enable installation. Please get in touch with our sales team to coordinate a meeting.
Below are the supported installation methods:
System requirements
Recommended requirements:
- 32 GB RAM
- 4 vCPUs
- 100 GB disk space
We recommend deploying DVC Studio in an auto-scaling node group with a minimum of 2 nodes.
Each node should have at least 16 GB of RAM and 4 vCPUs.
Additionally, you'll need 100 GB of block storage for DVC Studio's
PersistentVolume
DVC Studio's architecture
DVC Studio is composed of four pieces:
- Frontend Server: Renders the web interface
- Backend Server: Stores all user information
- Celery Beat: Coordinates background tasks
- Celery Worker: Processes background tasks