Serverless Kubernetes: What It Is and How It Works | CoreWeave

This post introduces the concept of serverless Kubernetes, explaining its benefits (infrastructure abstraction, pay-as-you-go pricing, easy auto-scaling) and contrasting it with traditional and managed Kubernetes. It highlights use cases like inference serving, distributed training, batch simulations, and rendering. The post also details how CoreWeave Cloud's Kubernetes-native platform, with its bare-metal performance, rapid instance spin-up times (as little as 5 seconds) due to container image caching and specialized schedulers, and high-bandwidth networking, enables serverless Kubernetes deployments.