This extends the autoscaling of Pods (already available in Kubernetes 1.2). With this, your pods can autoscale AND your cluster can autoscale - both up and down.
Disclosure: I work at Google on Kubernetes.
Do you have any information on the timeline for making this feature available for AWS?