metrics-server: EKS FailedGetResourceMetric with metric-server v0.3.3 issue

Hello Experts,

Kuberentes version: 1.14.1 Platform: Linux(ubuntu 18.04) Steps followed in setting up the kubernetes from here.

Facing below issue in kubernetes metric-server:

Name:                                                  php-apache
Namespace:                                             default
Labels:                                                <none>
Annotations:                                           <none>
CreationTimestamp:                                     Mon, 20 May 2019 10:19:28 +0000
Reference:                                             Deployment/php-apache
Metrics:                                               ( current / target )
  resource cpu on pods  (as a percentage of request):  <unknown> / 50%
Min replicas:                                          1
Max replicas:                                          10
Deployment pods:                                       1 current / 0 desired
Conditions:
  Type           Status  Reason                   Message
  ----           ------  ------                   -------
  AbleToScale    True    SucceededGetScale        the HPA controller was able to get the target's current scale
  ScalingActive  False   FailedGetResourceMetric  the HPA was unable to compute the replica count: unable to get metrics for resource cpu: unable to fetch metrics from resource metrics API: the server is currently unable to handle the request (get pods.metrics.k8s.io)
Events:
  Type     Reason                   Age                    From                       Message
  ----     ------                   ----                   ----                       -------
  Warning  FailedGetResourceMetric  3m36s (x259 over 68m)  horizontal-pod-autoscaler  unable to get metrics for resource cpu: unable to fetch metrics from resource metrics API: the server is currently unable to handle the request (get pods.metrics.k8s.io)

Tried adding below lines to “metrics-server-deployment.yaml” as suggested here: command: - /metrics-server - --kubelet-insecure-tls - --kubelet-preferred-address-types=InternalIP

Executed below commands: $kubectl get --raw /apis/metrics.k8s.io/ Output: {"kind":"APIGroup","apiVersion":"v1","name":"metrics.k8s.io","versions":[{"groupVersion":"metrics.k8s.io/v1beta1","version":"v1beta1"}],"preferredVersion":{"groupVersion":"metrics.k8s.io/v1beta1","version":"v1beta1"}}

$kubectl get --raw /apis/metrics.k8s.io/v1beta1/pods Output: Error from server (ServiceUnavailable): the server is currently unable to handle the request

Dug up through below similar issues: #150 #131

Still, no luck, any input in this regard would be great.