KEDA (Kubernetes Event-Driven Autoscaler) scales video transcoding pools on the right signal — queue depth — instead of CPU. These pieces cover ScaledObject patterns for video, scale-to-zero economics, multi-pool topologies for multi-tenant deployments, and the operator-pattern coordination that lets KEDA scale individual pools cleanly.