Configure systemd to run the Docker Daemon with OverlayFS:
$ sudo mkdir -p /etc/systemd/system/docker.service.d && sudo tee /etc/systemd/system/docker.service.d/override.conf <<- EOF
[Service]
ExecStart=
ExecStart=/usr/bin/docker daemon --storage-driver=overlay -H fd://
EOF
Restart the docker Daemon:
$ systemctl daemon-reload & systemctl restart docker