Install docker by
yay -S docker
sudo usermod -aG docker kasakun # Add user to docker group
Change the mirror by
sudo vim /etc/docker/daemon.json # create one if not exists
Add sources
{
"registry-mirrors": ["https://docker.mirrors.ustc.edu.cn"]
}