diff --git a/charts/mlrun-ce/Chart.yaml b/charts/mlrun-ce/Chart.yaml
index 6296d177..eb248c10 100644
--- a/charts/mlrun-ce/Chart.yaml
+++ b/charts/mlrun-ce/Chart.yaml
@@ -1,6 +1,6 @@
 apiVersion: v1
 name: mlrun-ce
-version: 0.11.0-rc.11
+version: 0.11.0-rc.12
 description: MLRun Open Source Stack
 home: https://iguazio.com
 icon: https://www.iguazio.com/wp-content/uploads/2019/10/Iguazio-Logo.png
diff --git a/charts/mlrun-ce/templates/_helpers.tpl b/charts/mlrun-ce/templates/_helpers.tpl
index 897c451f..95155180 100644
--- a/charts/mlrun-ce/templates/_helpers.tpl
+++ b/charts/mlrun-ce/templates/_helpers.tpl
@@ -286,19 +286,6 @@ Pipelines labels
 {{ include "mlrun-ce.pipelines.selectorLabels" . }}
 {{- end -}}
 
-{{/*
-Model monitoring DSN
-*/}}
-{{- define "mlrun-ce.mlrun.modelMonitoring.DSN" -}}
-{{- if .Values.mlrun.modelMonitoring.dsn -}}
-{{ .Values.mlrun.modelMonitoring.dsn }}
-{{- else -}}
-{{- if eq "mysql" .Values.mlrun.httpDB.dbType -}}
-{{ .Values.mlrun.httpDB.dsn }}_model_monitoring
-{{- end -}}
-{{- end -}}
-{{- end -}}
-
 {{/*
 TimescaleDB helpers
 */}}
diff --git a/charts/mlrun-ce/templates/config/mlrun-env-configmap.yaml b/charts/mlrun-ce/templates/config/mlrun-env-configmap.yaml
index 207be441..334c4de4 100644
--- a/charts/mlrun-ce/templates/config/mlrun-env-configmap.yaml
+++ b/charts/mlrun-ce/templates/config/mlrun-env-configmap.yaml
@@ -17,13 +17,14 @@ data:
   MLRUN_HTTPDB__REAL_PATH: s3://
   MLRUN_ARTIFACT_PATH: s3://{{ $bucket_name }}/projects/{{ `{{run.project}}` }}/artifacts
   MLRUN_FEATURE_STORE__DATA_PREFIXES__DEFAULT: s3://{{ $bucket_name }}/projects/{project}/FeatureStore/{name}/{kind}
+  MLRUN_MODEL_ENDPOINT_MONITORING__STORE_PREFIXES__USER_SPACE: s3://{{ $bucket_name }}/projects/{{ `{{project}}` }}/model-endpoints/{{ `{{kind}}` }}
+  MLRUN_MODEL_ENDPOINT_MONITORING__STORE_PREFIXES__MONITORING_APPLICATION: s3://{{ $bucket_name }}/users/pipelines/{{ `{{project}}` }}/monitoring-apps/
   MLRUN_FEATURE_STORE__DATA_PREFIXES__NOSQL: ""
   MLRUN_CE__MODE: {{ .Values.mlrun.ce.mode }}
   MLRUN_CE__VERSION: {{ .Chart.Version }}
   MLRUN_DEFAULT_TENSORBOARD_LOGS_PATH: /home/jovyan/data/tensorboard/{{ `{{project}} `}}
   MLRUN_FEATURE_STORE__DEFAULT_TARGETS: parquet
   MLRUN_MODEL_ENDPOINT_MONITORING__STORE_PREFIXES__DEFAULT: s3://{{ $bucket_name }}/projects/{{ `{{project}}` }}/model-endpoints/{{ `{{kind}}` }}
-  MLRUN_MODEL_ENDPOINT_MONITORING__ENDPOINT_STORE_CONNECTION: "{{ template "mlrun-ce.mlrun.modelMonitoring.DSN" . }}"
   MLRUN_GRAFANA_URL: http://{{ .Values.global.externalHostAddress }}:{{ index .Values "kube-prometheus-stack" "grafana" "service" "nodePort" }}
   MLRUN_DEFAULT_FUNCTION_POD_RESOURCES__LIMITS__CPU: "{{ .Values.mlrun.defaultFunctionPodResources.limits.cpu | default "" }}"
   MLRUN_DEFAULT_FUNCTION_POD_RESOURCES__LIMITS__MEMORY: "{{ .Values.mlrun.defaultFunctionPodResources.limits.memory | default "" }}"