diff --git a/k8s/charts/seaweedfs/templates/s3/s3-service.yaml b/k8s/charts/seaweedfs/templates/s3/s3-service.yaml
index 344677d88..1230a366d 100644
--- a/k8s/charts/seaweedfs/templates/s3/s3-service.yaml
+++ b/k8s/charts/seaweedfs/templates/s3/s3-service.yaml
@@ -16,6 +16,9 @@ metadata:
 {{- end }}
 spec:
   internalTrafficPolicy: {{ .Values.s3.internalTrafficPolicy | default "Cluster" }}
+  {{- if and (semverCompare ">=1.31-0" .Capabilities.KubeVersion.GitVersion) (or .Values.s3.trafficDistribution .Values.filer.s3.trafficDistribution) }}
+  trafficDistribution: {{ include "seaweedfs.trafficDistribution" . }}
+  {{- end }}
   ports:
   - name: "swfs-s3"
     port: {{ if .Values.s3.enabled }}{{ .Values.s3.port }}{{ else }}{{ .Values.filer.s3.port }}{{ end }}
diff --git a/k8s/charts/seaweedfs/templates/shared/_helpers.tpl b/k8s/charts/seaweedfs/templates/shared/_helpers.tpl
index 7a42c4704..280ed1657 100644
--- a/k8s/charts/seaweedfs/templates/shared/_helpers.tpl
+++ b/k8s/charts/seaweedfs/templates/shared/_helpers.tpl
@@ -323,3 +323,12 @@ Create the name of the service account to use
 {{- define "seaweedfs.serviceAccountName" -}}
 {{- .Values.global.serviceAccountName | default "seaweedfs" -}}
 {{- end -}}
+
+{{/* Generate a compatible trafficDistribution value due to "PreferClose" fast deprecation in k8s v1.35 */}}
+{{- define "seaweedfs.trafficDistribution" -}}
+{{- if .Values.s3.trafficDistribution -}}
+{{- and (eq .Values.s3.trafficDistribution "PreferClose") (semverCompare ">=1.35-0" .Capabilities.KubeVersion.GitVersion) | ternary "PreferSameZone" .Values.s3.trafficDistribution -}}
+{{- else if .Values.filer.s3.trafficDistribution -}}
+{{- and (eq .Values.filer.s3.trafficDistribution "PreferClose") (semverCompare ">=1.35-0" .Capabilities.KubeVersion.GitVersion) | ternary "PreferSameZone" .Values.filer.s3.trafficDistribution -}}
+{{- end -}}
+{{- end -}}