What is multi-tenant model serving architecture?

Multi-tenant serving hosts multiple ML models or clients on shared infrastructure.

It optimizes resource utilization by sharing compute across multiple models or users. Isolation is maintained via namespaces, containers, or API gateways. Challenges include noisy neighbor problems, latency isolation, and resource contention.