Kubernetes HA Cluster using kubeadm with nginx LB not working when 1 master node is down --Error from server: etcdserver: request timed out

Question

I have set up Kubernetes HA cluster(stacked ETCD) using Kubeadm. When I deliberately shut down one master node the whole cluster goes down and I get error as :