LLM Multi-Tenant Quota Gateway in Production: Token Budgets, Rate Limits, and Fair Scheduling for Shared Model Pools
A systematic guide to building a multi-tenant quota gateway for shared LLM inference platforms, covering request rate limiting, token budgets, fair scheduling, cost attribution, and degradation strategies to prevent a few tenants from overwhelming the model pool and controlling billing risks.