diff --git a/Dockerfile b/Dockerfile
index 2405ca3a..df0a0ffb 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -19,15 +19,15 @@ RUN apt-get update \
   && apt-get install -y vim curl python3 python3-pip net-tools iproute2
 
 # Copy the current folder to the working directory
-ADD setup.py requirements.txt ./
+ADD setup.py default_models requirements.txt ./
 
 # Use cache for pip, otherwise we repeatedly pull from repository
 RUN --mount=type=cache,target=/root/.cache/pip python3 -m pip install -r requirements.txt
 
 ADD configs configs
 
-# Install all required packages for the generator
 ADD fltk fltk
+
 # Install newest version of library
 RUN python3 -m setup install
 
diff --git a/charts/Chart.yaml b/charts/Chart.yaml
new file mode 100644
index 00000000..1384f9b5
--- /dev/null
+++ b/charts/Chart.yaml
@@ -0,0 +1,9 @@
+name: ../docker-compose-gcloud
+description: A generated Helm Chart for ../docker-compose-gcloud from Skippbox Kompose
+version: 0.0.1
+apiVersion: v1
+appVersion: 1.16.0
+keywords:
+  - ../docker-compose-gcloud
+sources:
+home:
diff --git a/charts/README.md b/charts/README.md
new file mode 100644
index 00000000..d3885b63
--- /dev/null
+++ b/charts/README.md
@@ -0,0 +1 @@
+This chart was created by Kompose
diff --git a/charts/templates/client-slow.yaml b/charts/templates/client-slow.yaml
new file mode 100644
index 00000000..820f3051
--- /dev/null
+++ b/charts/templates/client-slow.yaml
@@ -0,0 +1,50 @@
+{{ $worldsize := (.Values.fltk.worldsize | int) }}
+{{ $workercpu := (.Values.worker.cpu | int) }}
+{{ $workermemory := (.Values.worker.memory | int) }}
+
+{{- range untilStep 1 (add1 $worldsize | int) 1 }}
+{{ $rank := ( . | int)}}
+apiVersion: v1
+kind: Pod
+metadata:
+  annotations:
+    kompose.cmd: kompose convert -c -f ../docker-compose-gcloud.yml
+    kompose.version: 1.22.0 (HEAD)
+  creationTimestamp: null
+  labels:
+    io.kompose.service: client-slow-{{ . }}
+  name: client-slow-{{ . }}
+spec:
+  containers:
+    - args:
+        - python3
+        - -m
+        - fltk
+        - single
+        - configs/local_experiment.yaml
+        - --rank={{ . }}
+      env:
+        - name: GLOO_SOCKET_IFNAME
+          value: eth0
+        - name: MASTER_PORT
+          value: "5000"
+        - name: PYTHONUNBUFFERED
+          value: "1"
+        - name: RANK
+          value: {{ $rank }}
+        - name: TP_SOCKET_IFNAME
+          value: eth0
+        - name: WORLD_SIZE
+          value: {{ $worldsize }}
+      image: gcr.io/cs4290-dml/fltk:latest
+      name: client-slow
+      resources:
+        limits:
+          cpu: {{ $workercpu }}
+          # 1 GiB ?
+          memory: {{ $workermemory }}
+  restartPolicy: Never
+status: {}
+# Helm requires seperation.
+---
+{{- end }}
diff --git a/charts/templates/fl-server-claim-persistentvolumeclaim.yaml b/charts/templates/fl-server-claim-persistentvolumeclaim.yaml
new file mode 100644
index 00000000..ca546ada
--- /dev/null
+++ b/charts/templates/fl-server-claim-persistentvolumeclaim.yaml
@@ -0,0 +1,14 @@
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  creationTimestamp: null
+  labels:
+    io.kompose.service: fl-server-claim
+  name: fl-server-claim
+spec:
+  accessModes:
+    - ReadWriteOnce
+  resources:
+    requests:
+      storage: 10Gi
+status: {}
diff --git a/charts/templates/fl-server-pod.yaml b/charts/templates/fl-server-pod.yaml
new file mode 100644
index 00000000..a1f015a9
--- /dev/null
+++ b/charts/templates/fl-server-pod.yaml
@@ -0,0 +1,39 @@
+apiVersion: v1
+kind: Pod
+metadata:
+  annotations:
+    kompose.cmd: kompose convert -c -f ../docker-compose-gcloud.yml
+    kompose.version: 1.22.0 (HEAD)
+  creationTimestamp: null
+  labels:
+    io.kompose.service: fl-server
+  name: fl-server
+spec:
+  containers:
+    - env:
+        - name: GLOO_SOCKET_IFNAME
+          value: eth0
+        - name: MASTER_PORT
+          value: "5000"
+        - name: PYTHONUNBUFFERED
+          value: "1"
+        - name: RANK
+          value: "0"
+        - name: TP_SOCKET_IFNAME
+          value: eth0
+        - name: WORLD_SIZE
+          value: {{ (.Values.fltk.worldsize | int) }}
+      image: gcr.io/cs4290-dml/fltk:latest
+      name: federation-lab-server
+      ports:
+        - containerPort: 5000
+      resources: {}
+      volumeMounts:
+        - mountPath: /opt/federation-lab/output
+          name: fl-server-claim
+  restartPolicy: Never
+  volumes:
+    - name: fl-server-claim
+      persistentVolumeClaim:
+        claimName: fl-server-claim
+status: {}
diff --git a/charts/templates/fl-server-service.yaml b/charts/templates/fl-server-service.yaml
new file mode 100644
index 00000000..466585d3
--- /dev/null
+++ b/charts/templates/fl-server-service.yaml
@@ -0,0 +1,19 @@
+apiVersion: v1
+kind: Service
+metadata:
+  annotations:
+    kompose.cmd: kompose convert -c -f ../docker-compose-gcloud.yml
+    kompose.version: 1.22.0 (HEAD)
+  creationTimestamp: null
+  labels:
+    io.kompose.service: fl-server
+  name: fl-server
+spec:
+  ports:
+    - name: "5000"
+      port: 5000
+      targetPort: 5000
+  selector:
+    io.kompose.service: fl-server
+status:
+  loadBalancer: {}
diff --git a/charts/values.yaml b/charts/values.yaml
new file mode 100644
index 00000000..4d3c4341
--- /dev/null
+++ b/charts/values.yaml
@@ -0,0 +1,6 @@
+fltk:
+    worldsize: 20
+
+worker:
+    cpu: 500m
+    memory: 1073742000
diff --git a/docker-compose-adapted.yml b/docker-compose-adapted.yml
deleted file mode 100644
index 3327d873..00000000
--- a/docker-compose-adapted.yml
+++ /dev/null
@@ -1,75 +0,0 @@
-version: '3.3'
-services:
-  fl_server:
-    container_name: federation-lab-server
-    restart: 'no'
-    build: .
-    volumes:
-      - ./configs:/opt/federation-lab/configs
-      - ./output:/opt/federation-lab/output
-      - ./default_models:/opt/federation-lab/default_models
-    command: python3 -m fltk single configs/local_experiment.yaml --rank=0
-    environment:
-    - PYTHONUNBUFFERED=1
-    - RANK=0
-    - WORLD_SIZE=2
-    - GLOO_SOCKET_IFNAME=eth0
-    - TP_SOCKET_IFNAME=eth0
-    ports:
-    - 5000:5000
-    networks:
-      local_network_dev:
-        ipv4_address: 10.5.0.2
-  client_slow_1:
-    restart: 'no'
-    build: .
-    command: python3 -m fltk single configs/local_experiment.yaml --rank=1
-    volumes:
-    - ./configs:/opt/federation-lab/configs
-#    - ./docker_data:/opt/federation-lab/data
-    - ./default_models:/opt/federation-lab/default_models
-#    - ./data_loaders:/opt/federation-lab/data_loaders
-    environment:
-    - PYTHONUNBUFFERED=1
-    - RANK=1
-    - WORLD_SIZE=2
-    - GLOO_SOCKET_IFNAME=eth0
-    - TP_SOCKET_IFNAME=eth0
-    depends_on:
-    - fl_server
-    deploy:
-      resources:
-        limits:
-          cpus: '0.5'
-          memory: 1024M
-
-  client_slow_2:
-    restart: 'no'
-    build: .
-    command: python3 -m fltk single configs/local_experiment.yaml --rank=2
-    volumes:
-      - ./configs:/opt/federation-lab/configs
-      #    - ./docker_data:/opt/federation-lab/data
-      - ./default_models:/opt/federation-lab/default_models
-    #    - ./data_loaders:/opt/federation-lab/data_loaders
-    environment:
-      - PYTHONUNBUFFERED=1
-      - RANK=1
-      - WORLD_SIZE=2
-      - GLOO_SOCKET_IFNAME=eth0
-      - TP_SOCKET_IFNAME=eth0
-    depends_on:
-      - fl_server
-    deploy:
-      resources:
-        limits:
-          cpus: '0.5'
-          memory: 1024M
-networks:
-  local_network_dev:
-    driver: bridge
-    ipam:
-     config:
-       - subnet: 10.5.0.0/16
-
-
diff --git a/docker-compose-gcloud.yml b/docker-compose-gcloud.yml
new file mode 100644
index 00000000..aae07512
--- /dev/null
+++ b/docker-compose-gcloud.yml
@@ -0,0 +1,56 @@
+version: '3.3'
+services:
+  fl_server:
+    container_name: federation-lab-server
+    restart: 'no'
+    image: gcr.io/cs4290-dml/fltk:latest
+    volumes:
+      - /opt/federation-lab/output
+#    command: python3 -m fltk single configs/local_experiment.yaml --rank=0
+    environment:
+      - MASTER_PORT=5000
+      - PYTHONUNBUFFERED=1
+      - RANK=0
+      - WORLD_SIZE=2
+      - GLOO_SOCKET_IFNAME=eth0
+      - TP_SOCKET_IFNAME=eth0
+    ports:
+      - 5000:5000
+
+  client_slow_1:
+    restart: 'no'
+    image: gcr.io/cs4290-dml/fltk:latest
+    command: python3 -m fltk single configs/local_experiment.yaml --rank=1
+    environment:
+      - MASTER_PORT=5000
+      - PYTHONUNBUFFERED=1
+      - RANK=1
+      - WORLD_SIZE=2
+      - GLOO_SOCKET_IFNAME=eth0
+      - TP_SOCKET_IFNAME=eth0
+    depends_on:
+      - fl_server
+    deploy:
+      resources:
+        limits:
+          cpus: '0.5'
+          memory: 1024M
+
+  client_slow_2:
+    restart: 'no'
+    image: gcr.io/cs4290-dml/fltk:latest
+    command: python3 -m fltk single configs/local_experiment.yaml --rank=2
+    environment:
+      - MASTER_PORT=5000
+      - PYTHONUNBUFFERED=1
+      - RANK=2
+      - WORLD_SIZE=2
+      - GLOO_SOCKET_IFNAME=eth0
+      - TP_SOCKET_IFNAME=eth0
+    depends_on:
+      - fl_server
+    deploy:
+      resources:
+        limits:
+          cpus: '0.5'
+          memory: 1024M