diff --git a/Usecases/Kubernetes Cluster/Readme.md b/Usecases/Kubernetes Cluster/Readme.md
index 9c00a77..85aa0c9 100644
--- a/Usecases/Kubernetes Cluster/Readme.md	
+++ b/Usecases/Kubernetes Cluster/Readme.md	
@@ -1,3 +1,56 @@
 # Use-Case - Build a Kubernetes Cluster
 
-## Step-by-Step Instructions
\ No newline at end of file
+## Step-by-Step Instructions
+
+### Step-1 - Create a cluster in GKE Autopilot mode
+
+- In the Google Cloud Console, create a cluster on the **Kubernetes clusters** page
+- Cluster basics: specify a name and region for the cluster, and use default values for other fields:
+
+   ```  
+   name: ncar-autopilot-cluster-1  
+   region: us-central1  
+   ```
+- Networking: use default values and continue
+- Advanced settings: use default values and continue
+
+### Step-1 (alternative) - Create a cluster from the command line
+- Open a Google Cloud Shell terminal and run the following command
+
+   ```  
+   gcloud container clusters create-auto "ncar-autopilot-cluster-1" \
+   --project "i2class-fall2023-dmdevrie" \
+   --region "us-central1" \
+   --release-channel "regular" \
+   --network "projects/i2class-fall2023-dmdevrie/global/networks/default" \
+   --subnetwork "projects/i2class-fall2023-dmdevrie/regions/us-central1/subnetworks/default" \
+   --cluster-ipv4-cidr "/17"  
+   ```
+
+### Step-2 - Add a deployment
+
+- From the **Kubernetes clusters** page, select `+DEPLOY`
+- In addition to the nginx container, add the NCAR subsetting container.  Select 'Add a container'.
+- Choose `Existing container` and select the container `us-central1-docker.pkg.dev/i2class-fall2023-dmdevrie/ncar-transform/ncar-subset` from the Artifact Registry.
+- Set the deployment name and app label (these should be the same):
+
+   ```  
+   Deployment name: ncar-subset  
+   Labels: {  
+      app: ncar-subset  
+   }  
+   ```
+
+### Updating the deployment
+- Subsequent changes to the deployment can be made by modifying `deployment.yaml`.  Open a Google Cloud Shell terminal and run the following command to apply the changes:
+
+   First retrieve auth credentials for the cluster and verify  
+   ```  
+   gcloud container clusters get-credentials ncar-autopilot-cluster-1 --zone=us-central1  
+   kubectl cluster-info  
+   ```
+
+   Then apply the changes  
+   ```  
+   kubectl apply -f deployment.yaml  
+   ```
\ No newline at end of file
diff --git a/Usecases/Kubernetes Cluster/deployment.yaml b/Usecases/Kubernetes Cluster/deployment.yaml
new file mode 100644
index 0000000..c0c4e99
--- /dev/null
+++ b/Usecases/Kubernetes Cluster/deployment.yaml	
@@ -0,0 +1,50 @@
+---
+apiVersion: "apps/v1"
+kind: "Deployment"
+metadata:
+  name: "ncar-subset-1"
+  namespace: "default"
+  labels:
+    app: "ncar-subset-1"
+spec:
+  replicas: 3
+  selector:
+    matchLabels:
+      app: "ncar-subset-1"
+  template:
+    metadata:
+      labels:
+        app: "ncar-subset-1"
+    spec:
+      containers:
+      - name: "nginx-1"
+        image: "nginx:latest"
+      - name: "docker-2"
+        image: "docker:latest"
+      - name: "ncar-subset-sha256-3"
+        image: "us-central1-docker.pkg.dev/i2class-fall2023-dmdevrie/ncar-transform/ncar-subset@sha256:7fcaf853a4262dc1f548d55a74753ac15a12a7a2490b1cd58cd24afb2bb4a0a2"
+        command:
+        - "docker run -t test-ncar-subset https://stratus.rda.ucar.edu/ds633.0/e5.oper.an.sfc/198010/e5.oper.an.sfc.128_167_2t.ll025sc.1980100100_1980103123.nc\
+          \ 85 75 70 40 gs://ncar-subset-target/test-user-target/"
+---
+apiVersion: "autoscaling/v2"
+kind: "HorizontalPodAutoscaler"
+metadata:
+  name: "ncar-subset-1-hpa-dtvf"
+  namespace: "default"
+  labels:
+    app: "ncar-subset-1"
+spec:
+  scaleTargetRef:
+    kind: "Deployment"
+    name: "ncar-subset-1"
+    apiVersion: "apps/v1"
+  minReplicas: 1
+  maxReplicas: 5
+  metrics:
+  - type: "Resource"
+    resource:
+      name: "cpu"
+      target:
+        type: "Utilization"
+        averageUtilization: 80