Cerebral is an open source, provider agnostic, preemptive Kubernetes cluster autoscaler with pluggable metrics backends and scaling engines. In this talk, we'll do a deep dive into Cerebral and contrast its methodology with that of the Kubernetes Cluster Autoscaler, which scales only after seeing that pods cannot be scheduled.