diff --git a/eu-central-1/argo-apps/spark-analytics/spark-analytics-staging.yaml b/eu-central-1/argo-apps/spark-analytics/spark-analytics-staging.yaml
new file mode 100644
index 0000000..80677a6
--- /dev/null
+++ b/eu-central-1/argo-apps/spark-analytics/spark-analytics-staging.yaml
@@ -0,0 +1,18 @@
+apiVersion: argoproj.io/v1alpha1
+kind: Application
+metadata:
+  name: spark-analytics-staging
+  namespace: argocd
+spec:
+  project: default
+  destination:
+    namespace: nowchess-staging
+    server: https://kubernetes.default.svc
+  sources:
+    - repoURL: git@git.janis-eccarius.de:NowChess/Gitops.git
+      path: ./spark-analytics/eu-central-1-staging
+      targetRevision: main
+  syncPolicy:
+    automated:
+      prune: true
+      selfHeal: true
diff --git a/eu-central-1/argo-apps/spark-cluster/spark-cluster-staging.yaml b/eu-central-1/argo-apps/spark-cluster/spark-cluster-staging.yaml
new file mode 100644
index 0000000..b25d7d4
--- /dev/null
+++ b/eu-central-1/argo-apps/spark-cluster/spark-cluster-staging.yaml
@@ -0,0 +1,18 @@
+apiVersion: argoproj.io/v1alpha1
+kind: Application
+metadata:
+  name: spark-cluster-staging
+  namespace: argocd
+spec:
+  project: default
+  destination:
+    namespace: nowchess-staging
+    server: https://kubernetes.default.svc
+  sources:
+    - repoURL: git@git.janis-eccarius.de:NowChess/Gitops.git
+      path: ./spark-cluster/eu-central-1-staging
+      targetRevision: main
+  syncPolicy:
+    automated:
+      prune: true
+      selfHeal: true
diff --git a/spark-analytics/eu-central-1-staging/kustomization.yaml b/spark-analytics/eu-central-1-staging/kustomization.yaml
new file mode 100644
index 0000000..fa8ee6e
--- /dev/null
+++ b/spark-analytics/eu-central-1-staging/kustomization.yaml
@@ -0,0 +1,194 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: nowchess-staging
+resources:
+  - ../base
+images:
+  - name: ghcr.io/now-chess/now-chess-systems/analytics
+    newTag: 0.2.0
+patches:
+  - patch: |-
+      apiVersion: batch/v1
+      kind: CronJob
+      metadata:
+        name: spark-opening-book
+      spec:
+        jobTemplate:
+          spec:
+            template:
+              spec:
+                containers:
+                  - name: spark-driver
+                    command:
+                      - /opt/spark/bin/spark-submit
+                      - --master
+                      - spark://spark-master:7077
+                      - --conf
+                      - spark.executor.instances=1
+                      - --conf
+                      - spark.executor.cores=1
+                      - --conf
+                      - spark.executor.memory=512m
+                      - --conf
+                      - spark.driver.memory=512m
+                      - --conf
+                      - spark.driver.host=spark-opening-book-driver
+                      - --conf
+                      - spark.driver.port=44167
+                      - --conf
+                      - spark.blockManager.port=44777
+                      - --class
+                      - de.nowchess.analytics.OpeningBookJob
+                      - file:///app/analytics.jar
+                      - /spark-output/opening-book
+                      - "10"
+    target:
+      kind: CronJob
+      name: spark-opening-book
+  - patch: |-
+      apiVersion: batch/v1
+      kind: CronJob
+      metadata:
+        name: spark-player-stats
+      spec:
+        jobTemplate:
+          spec:
+            template:
+              spec:
+                containers:
+                  - name: spark-driver
+                    command:
+                      - /opt/spark/bin/spark-submit
+                      - --master
+                      - spark://spark-master:7077
+                      - --conf
+                      - spark.executor.instances=1
+                      - --conf
+                      - spark.executor.cores=1
+                      - --conf
+                      - spark.executor.memory=512m
+                      - --conf
+                      - spark.driver.memory=512m
+                      - --conf
+                      - spark.driver.host=spark-player-stats-driver
+                      - --conf
+                      - spark.driver.port=44167
+                      - --conf
+                      - spark.blockManager.port=44777
+                      - --class
+                      - de.nowchess.analytics.PlayerStatsJob
+                      - file:///app/analytics.jar
+                      - /spark-output/player-stats
+    target:
+      kind: CronJob
+      name: spark-player-stats
+  - patch: |-
+      apiVersion: batch/v1
+      kind: CronJob
+      metadata:
+        name: spark-player-clustering
+      spec:
+        jobTemplate:
+          spec:
+            template:
+              spec:
+                containers:
+                  - name: spark-driver
+                    command:
+                      - /opt/spark/bin/spark-submit
+                      - --master
+                      - spark://spark-master:7077
+                      - --conf
+                      - spark.executor.instances=1
+                      - --conf
+                      - spark.executor.cores=1
+                      - --conf
+                      - spark.executor.memory=512m
+                      - --conf
+                      - spark.driver.memory=512m
+                      - --conf
+                      - spark.driver.host=spark-player-clustering-driver
+                      - --conf
+                      - spark.driver.port=44167
+                      - --conf
+                      - spark.blockManager.port=44777
+                      - --class
+                      - de.nowchess.analytics.PlayerClusteringJob
+                      - file:///app/analytics.jar
+                      - /spark-output/player-clusters
+                      - "4"
+    target:
+      kind: CronJob
+      name: spark-player-clustering
+  - patch: |-
+      apiVersion: batch/v1
+      kind: CronJob
+      metadata:
+        name: spark-player-graph
+      spec:
+        jobTemplate:
+          spec:
+            template:
+              spec:
+                containers:
+                  - name: spark-driver
+                    command:
+                      - /opt/spark/bin/spark-submit
+                      - --master
+                      - spark://spark-master:7077
+                      - --conf
+                      - spark.executor.instances=1
+                      - --conf
+                      - spark.executor.cores=1
+                      - --conf
+                      - spark.executor.memory=512m
+                      - --conf
+                      - spark.driver.memory=512m
+                      - --conf
+                      - spark.driver.host=spark-player-graph-driver
+                      - --conf
+                      - spark.driver.port=44167
+                      - --conf
+                      - spark.blockManager.port=44777
+                      - --class
+                      - de.nowchess.analytics.PlayerGraphJob
+                      - file:///app/analytics.jar
+                      - /spark-output/player-graph
+    target:
+      kind: CronJob
+      name: spark-player-graph
+  - patch: |-
+      apiVersion: apps/v1
+      kind: Deployment
+      metadata:
+        name: spark-live-dashboard
+      spec:
+        template:
+          spec:
+            containers:
+              - name: spark-driver
+                command:
+                  - /opt/spark/bin/spark-submit
+                  - --master
+                  - spark://spark-master:7077
+                  - --conf
+                  - spark.executor.instances=1
+                  - --conf
+                  - spark.executor.cores=1
+                  - --conf
+                  - spark.executor.memory=512m
+                  - --conf
+                  - spark.driver.memory=512m
+                  - --conf
+                  - spark.driver.host=spark-live-dashboard-driver
+                  - --conf
+                  - spark.driver.port=37007
+                  - --conf
+                  - spark.blockManager.port=37777
+                  - --class
+                  - de.nowchess.analytics.LiveDashboardJob
+                  - local:///app/analytics.jar
+                  - /spark-checkpoint
+    target:
+      kind: Deployment
+      name: spark-live-dashboard
diff --git a/spark-cluster/eu-central-1-prod/kustomization.yaml b/spark-cluster/eu-central-1-prod/kustomization.yaml
index a5cd04c..76e3f11 100755
--- a/spark-cluster/eu-central-1-prod/kustomization.yaml
+++ b/spark-cluster/eu-central-1-prod/kustomization.yaml
@@ -3,3 +3,24 @@ kind: Kustomization
 namespace: nowchess
 resources:
   - ../base
+patches:
+  - patch: |-
+      apiVersion: apps/v1
+      kind: Deployment
+      metadata:
+        name: spark-master
+      spec:
+        replicas: 0
+    target:
+      kind: Deployment
+      name: spark-master
+  - patch: |-
+      apiVersion: apps/v1
+      kind: Deployment
+      metadata:
+        name: spark-worker
+      spec:
+        replicas: 0
+    target:
+      kind: Deployment
+      name: spark-worker
diff --git a/spark-cluster/eu-central-1-staging/kustomization.yaml b/spark-cluster/eu-central-1-staging/kustomization.yaml
new file mode 100644
index 0000000..1e9d95d
--- /dev/null
+++ b/spark-cluster/eu-central-1-staging/kustomization.yaml
@@ -0,0 +1,62 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: nowchess-staging
+resources:
+  - ../base
+patches:
+  - patch: |-
+      apiVersion: networking.k8s.io/v1
+      kind: Ingress
+      metadata:
+        name: spark-master-ingress
+        annotations:
+          cert-manager.io/cluster-issuer: "letsencrypt-prod"
+          nginx.ingress.kubernetes.io/ssl-redirect: "true"
+          nginx.ingress.kubernetes.io/force-ssl-redirect: "true"
+      spec:
+        rules:
+          - host: spark-st.nowchess.janis-eccarius.de
+            http:
+              paths:
+                - path: /
+                  pathType: Prefix
+                  backend:
+                    service:
+                      name: spark-master
+                      port:
+                        number: 8080
+        tls:
+          - hosts:
+              - spark-st.nowchess.janis-eccarius.de
+            secretName: spark-cluster-staging-cert
+    target:
+      kind: Ingress
+      name: spark-master-ingress
+  - patch: |-
+      apiVersion: networking.k8s.io/v1
+      kind: Ingress
+      metadata:
+        name: spark-history-ingress
+        annotations:
+          cert-manager.io/cluster-issuer: "letsencrypt-prod"
+          nginx.ingress.kubernetes.io/ssl-redirect: "true"
+          nginx.ingress.kubernetes.io/force-ssl-redirect: "true"
+      spec:
+        rules:
+          - host: spark-history-st.nowchess.janis-eccarius.de
+            http:
+              paths:
+                - path: /
+                  pathType: Prefix
+                  backend:
+                    service:
+                      name: spark-history-server-svc
+                      port:
+                        number: 18080
+        tls:
+          - hosts:
+              - spark-history-st.nowchess.janis-eccarius.de
+            secretName: spark-history-staging-cert
+    target:
+      kind: Ingress
+      name: spark-history-ingress