Kubernetes
The Limits of One Model Per Pod ML Platform
A one-model-per-pod architecture is simple, reliable and cost-effective until it isn’t. This article explores where that approach starts to break down, why those limits aren’t obvious at first and the engineering trade-offs that emerge as ML platforms scale.