Kubeadm: create Kubernetes services as non-root

Is it possible to create and run standard Kubernetes services created by kubeadm (kube-apiserver, kube-scheduler, kube-controller) as non-root? By default they run under root user account and that seems to be unsecure.

Not directly with kubeadm - its a little more complicated than it seems =/
Here is the issue discussing it:

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Thank you!