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Documentation Index

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The following sections describe the different ways you can deploy W&B, so you can choose the deployment model that best fits your organization’s security, compliance, and operational needs. The options range from W&B-managed shared infrastructure to fully self-managed deployments in your own environment.

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W&B Multi-tenant Cloud

W&B Multi-tenant Cloud is fully managed by W&B, including upgrades, maintenance, platform security, and capacity planning. Multi-tenant Cloud is deployed in W&B’s Google Cloud account in Google Cloud’s North America regions. Bring your own bucket (BYOB) optionally lets you store W&B Artifacts and other related sensitive data in your own cloud or on-premises infrastructure. See W&B Multi-tenant Cloud or get started for free.

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W&B Dedicated Cloud

W&B Dedicated Cloud is a fully managed platform with dedicated, isolated infrastructure, designed with enterprise organizations in mind. W&B Dedicated Cloud is deployed in W&B’s AWS, Google Cloud, or Azure account. Dedicated Cloud provides more flexibility than Multi-tenant Cloud, but less complexity than W&B Self-Managed. W&B manages upgrades, maintenance, platform security, and capacity planning. Each Dedicated Cloud instance has its own isolated network, compute, and storage, separate 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. Bring your own bucket (BYOB) optionally lets you store artifacts and other related sensitive data in your own cloud or on-premises infrastructure. W&B Dedicated Cloud includes an enterprise license with support for security and other enterprise-friendly capabilities. For organizations with advanced security or compliance requirements, features such as HIPAA compliance, single sign-on, or customer-managed encryption keys (CMEK) are available with Enterprise support. Request more information. See W&B Dedicated Cloud or get started for free.

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W&B Self-Managed

W&B Self-Managed is entirely managed by you, either on your premises or in cloud infrastructure that you manage. Your IT/DevOps/MLOps team is responsible for:
  • Provisioning your deployment.
  • Securing your infrastructure in accordance with your organization’s policies and Security Technical Implementation Guidelines (STIG), if applicable.
  • Managing upgrades and applying patches.
  • Continuously maintaining your Self-Managed W&B Server instance.
You can optionally obtain an enterprise license for W&B Self-Managed. An enterprise license includes support for security and other enterprise-friendly capabilities. See W&B Self-Managed or review the reference architecture guidelines.