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multi-tenant-llm-hosting

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Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.

When to use

• Building an internal LLM platform shared by multiple teams
• Hosting LLM inference for external customers with isolation requirements
• Implementing per-tenant quotas, billing, and rate limiting
• Designing request routing for multi-model, multi-tenant environments
• Preventing noisy-neighbor issues on shared GPU infrastructure

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