Kubernetes requests not balanced - kubernetes

Question

We've just had an increase in traffic to our kubernetes cluster and I've noticed that of our 6 application pods, 2 of them are seemingly not used very much. kubectl top pods returns the following
You can see of the 6 pods, 4 of them are using more than 50% of the CPU (2 vCPU nodes), but two of them aren't really doing much at all.
Our cluster is setup on AWS, using the ALB ingress controller. The load balancer is configured to use the Least outstanding requests rather than Round robin in an attempt to balance things out a bit more, but we're still seeing this imbalance.
Is there any way of determining why this is happening, or if indeed it actually is a problem? I'm hoping it's normal behaviour rather than an issue but I'd rather investigate it.
App deployment config
This is the configuration of the main application pods. Nothing fancy really
apiVersion: apps/v1
kind: Deployment
metadata:
name: {{ include "app.fullname" . }}
labels:
{{- include "app.labels" . | nindent 4 }}
app.kubernetes.io/component: web
spec:
replicas: {{ .Values.app.replicaCount }}
selector:
matchLabels:
app: {{ include "app.fullname" . }}-web
template:
metadata:
annotations:
checksum/config: {{ include (print $.Template.BasePath "/config_maps/app-env-vars.yaml") . | sha256sum }}
{{- with .Values.podAnnotations }}
{{- toYaml . | nindent 10 }}
{{- end }}
labels:
{{- include "app.selectorLabels" . | nindent 8 }}
app.kubernetes.io/component: web
app: {{ include "app.fullname" . }}-web
spec:
serviceAccountName: {{ .Values.serviceAccount.web }}
affinity:
podAntiAffinity:
preferredDuringSchedulingIgnoredDuringExecution:
- weight: 100
podAffinityTerm:
labelSelector:
matchExpressions:
- key: app
operator: In
values:
- {{ include "app.fullname" . }}-web
topologyKey: failure-domain.beta.kubernetes.io/zone
containers:
- name: {{ .Values.image.name }}
image: "{{ .Values.image.repository }}:{{ .Values.image.tag }}"
imagePullPolicy: {{ .Values.image.pullPolicy }}
command:
- bundle
args: ["exec", "puma", "-p", "{{ .Values.app.containerPort }}"]
ports:
- name: http
containerPort: {{ .Values.app.containerPort }}
protocol: TCP
readinessProbe:
httpGet:
path: /healthcheck
port: {{ .Values.app.containerPort }}
scheme: HTTP
initialDelaySeconds: 10
periodSeconds: 5
timeoutSeconds: 5
resources:
{{- toYaml .Values.resources | nindent 12 }}
envFrom:
- configMapRef:
name: {{ include "app.fullname" . }}-cm-env-vars
- secretRef:
name: {{ include "app.fullname" . }}-secret-rails-master-key
- secretRef:
name: {{ include "app.fullname" . }}-secret-db-credentials
- secretRef:
name: {{ include "app.fullname" . }}-secret-db-url-app
- secretRef:
name: {{ include "app.fullname" . }}-secret-redis-credentials

Answer 1

That's a known issue with Kubernetes.
In short, Kubernetes doesn't load balance long-lived TCP connections.
This excellent article covers it in details.
The load distribution you service is showing complies exactly with the case.