LLM Serving Fairness: How Cohere Eliminates the Noisy Neighbour Problem
Cohere Blog40 days agoCommentaryCohere's engineering blog addresses the "noisy neighbour" problem in multi-tenant LLM serving, where one tenant's heavy workload degrades performance for others sharing the same infrastructure. The post outlines how Cohere designs its serving layer to guarantee each tenant receives a fair and consistent share of compute resources. This is a practical look at production-grade fairness mechanisms relevant to any organisation relying on shared AI API infrastructure.
How Fern Runs Multi-Tenant Docs for Webflow and ElevenLabs on Vercel
Vercel Changelog49 days agoBusinessFern, a developer documentation platform, leverages Vercel to power white-labeled, multi-tenant documentation sites for enterprise API clients including Webflow and ElevenLabs. The case study highlights how Fern isolates per-tenant content and deployments at scale on Vercel's edge network. This architecture lets Fern onboard new documentation customers without provisioning separate infrastructure for each.
Vercel 推出大規模多租戶應用的快速網域別名（Domain Aliasing）優化
Vercel Changelog501 days agoReleaseIn modern web development and the SaaS (Software as a Service) ecosystem, multi-tenant architecture has become mainstream. For example, no-code website…