Use dedicated cloud (Single-tenant SaaS)
W&B Dedicated Cloud is a single-tenant, fully managed platform deployed in W&B’s AWS, GCP or Azure cloud accounts. Each Dedicated Cloud instance has its own isolated network, compute and storage from other W&B Dedicated Cloud instances. Your W&B specific metadata and data is stored in an isolated cloud storage and is processed using isolated cloud compute services.
W&B Dedicated Cloud is available in multiple global regions for each cloud provider
Data security
You can bring your own bucket (BYOB) using the secure storage connector at the instance and team levels to store your files such as models, datasets, and more.
Similar to W&B Multi-tenant Cloud, you can configure a single bucket for multiple teams or you can use separate buckets for different teams. If you do not configure secure storage connector for a team, that data is stored in the instance level bucket.
In addition to BYOB with secure storage connector, you can utilize IP allowlisting to restrict access to your Dedicated Cloud instance from only trusted network locations.
You can also privately connect to your Dedicated Cloud instance using cloud provider’s secure connectivity solution.
Identity and access management (IAM)
Use the identity and access management capabilities for secure authentication and effective authorization in your W&B Organization. The following features are available for IAM in Dedicated Cloud instances:
- Authenticate with SSO using OpenID Connect (OIDC) or with LDAP.
- Configure appropriate user roles at the scope of the organization and within a team.
- Define the scope of a W&B project to limit who can view, edit, and submit W&B runs to it with restricted projects.
- Leverage JSON Web Tokens with identity federation to access W&B APIs.
Monitor
Use Audit logs to track user activity within your teams and to conform to your enterprise governance requirements. Also, you can view organization usage in our Dedicated Cloud instance with W&B Organization Dashboard.
Maintenance
Similar to W&B Multi-tenant Cloud, you do not incur the overhead and costs of provisioning and maintaining the W&B platform with Dedicated Cloud.
To understand how W&B manages updates on Dedicated Cloud, refer to the server release process.
Compliance
Security controls for W&B Dedicated Cloud are periodically audited internally and externally. Refer to the W&B Security Portal to request the security and compliance documents for your product assessment exercise.
Migration options
Migration to Dedicated Cloud from a Self-managed instance or Multi-tenant Cloud is supported.
Next steps
Submit this form if you are interested in using Dedicated Cloud.