they do if cluster admin didn't setup proper system-reserved and kube-reserved (both are kubelet flags) and configured enforcement.
P.S. I work at Google.
note, it also needs to match node configuration (how cgroups are setup specifically) so I doubt this works well on EKS which is BYO node. Maybe it's the issue with AKS too, I don't know enough about how it works...