LLM Serving Fairness: No More Noisy Neighbours
Cohere, Wednesday, June 17th, 2026
Cohere details a four-layer scheduling system that gives every tenant a fair share of shared GPU compute.
Cohere described its new approach to fairly distributing compute across multiple organizations sharing the same GPU infrastructure. The four-layer scheduling system prevents any single customer's traffic surge from degrading service for others. It maintains support for priority levels and service-level agreements. The goal is to eliminate noisy-neighbour effects in multi-tenant LLM serving.