Tag: fair-scheduling

2 articles

• Multi-Tenant LLM Inference Fair Scheduling in Production: Taming Noisy Neighbors with Token Cost Accounting, VTC, and Priority Lanes

  A practical guide to fair scheduling for shared-GPU multi-tenant LLM inference. Learn why request-rate limits fail, and how token cost accounting, VTC, priority lanes, and tenant quotas balance throughput, isolation, and tail latency.

  08/27/2026 llm-serving / multi-tenancy / fair-scheduling / vtc / gpu-inference

• 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.

  07/09/2026 LLM Gateway / Rate Limit / Multi Tenant / Inference Serving / Cost Control / Fair Scheduling / Token Budget