diff --git a/cluster/gce/util.sh b/cluster/gce/util.sh
index 295eb2c7a85..9210ecbcd85 100755
--- a/cluster/gce/util.sh
+++ b/cluster/gce/util.sh
@@ -429,6 +429,9 @@ EOF
 function kube-down {
   # Detect the project into $PROJECT
   detect-project
+  
+  # Monitoring might have been setup. It doesn't hurt to attempt shutdown even it wasn't setup.
+  teardown-monitoring
 
   echo "Bringing down cluster"
   gcutil deletefirewall  \
@@ -569,3 +572,29 @@ function ssh-to-node {
 function restart-kube-proxy {
   ssh-to-node "$1" "sudo /etc/init.d/kube-proxy restart"
 }
+
+# Setup monitoring using heapster and InfluxDB
+function setup-monitoring {
+    read -p "Setup monitoring of the cluster using heapster (https://github.com/GoogleCloudPlatform/heapster) [Y|N]? " -n 1 -r
+    echo
+    if [[ $REPLY =~ ^[Yy]$ ]]
+    then
+	teardown-monitoring
+	kubectl.sh create -f "${KUBE_ROOT}/examples/monitoring/influx-grafana-pod.json" && 
+	kubectl.sh create -f "${KUBE_ROOT}/examples/monitoring/influx-grafana-service.json" &&
+	kubectl.sh create -f "${KUBE_ROOT}/examples/monitoring/heapster-pod.json"
+	if [ $? -ne 0 ]; then
+	    teardown-monitoring
+	else
+	    dashboardIP="http://`kubectl.sh get -o json pod influx-grafana | grep hostIP | awk '{print $2}' | sed 's/[,|\"]//g'`"
+	    echo "Grafana dashboard is available at $dashboardIP"
+	    echo "username is 'admin' and password is 'admin'"
+	fi
+    fi
+}
+
+function teardown-monitoring {
+    kubectl.sh delete pods heapster || true
+    kubectl.sh delete pods influx-grafana || true
+    kubectl.sh delete services influx-master || true
+}
\ No newline at end of file
diff --git a/cluster/kube-up.sh b/cluster/kube-up.sh
index 09466f478d3..c2434d4bf14 100755
--- a/cluster/kube-up.sh
+++ b/cluster/kube-up.sh
@@ -34,5 +34,6 @@ verify-prereqs
 kube-up
 
 "${KUBE_ROOT}/cluster/validate-cluster.sh"
+setup-monitoring
 
 echo "Done"
diff --git a/examples/monitoring/README.md b/examples/monitoring/README.md
new file mode 100644
index 00000000000..37149786a88
--- /dev/null
+++ b/examples/monitoring/README.md
@@ -0,0 +1,52 @@
+Heapster
+===========
+
+Heapster enables monitoring of Kubernetes Clusters using [cAdvisor](https://github.com/google/cadvisor). It currently works only on GCE.
+
+#####Run Heapster in a Kubernetes cluster with an Influxdb backend and [Grafana](http://grafana.org/docs/features/influxdb)
+
+**Step 1: Setup Kube cluster**
+
+Fork the Kubernetes repository and [turn up a Kubernetes cluster](https://github.com/GoogleCloudPlatform/kubernetes-new#contents), if you haven't already. Make sure kubectl.sh is exported.
+
+**Step 2: Start a Pod with Influxdb, grafana and elasticsearch**
+
+```shell
+$ kubectl.sh create -f deploy/influx-grafana-pod.json
+```
+
+**Step 3: Start Influxdb service**
+
+```shell
+$ kubectl.sh create -f deploy/influx-grafana-service.json
+```
+
+**Step 4: Update firewall rules**
+
+Open up ports tcp:80,8083,8086,9200.
+```shell
+$ gcutil addfirewall --allowed=tcp:80,tcp:8083,tcp:8086,tcp:9200 --target_tags=kubernetes-minion heapster
+```
+
+**Step 5: Start Heapster Pod**
+
+```shell
+$ kubectl.sh create -f deploy/heapster-pod.json
+```
+
+Verify that all the pods and services are up and running:
+
+```shell
+$ kubectl.sh get pods
+```
+```shell
+$ kubectl.sh get services
+```
+
+To start monitoring the cluster using grafana, find out the the external IP of the minion where the 'influx-grafana' Pod is running from the output of `kubectl.sh get pods`, and visit `http://<minion-ip>:80`. 
+
+To access the Influxdb UI visit  `http://<minion-ip>:8083`.
+
+#####Hints
+* Grafana's default username and password is 'admin'. You can change that by modifying the grafana container [here](influx-grafana/deploy/grafana-influxdb-pod.json)
+* To enable memory and swap accounting on the minions follow the instructions [here](https://docs.docker.com/installation/ubuntulinux/#memory-and-swap-accounting)
diff --git a/examples/monitoring/heapster-pod.json b/examples/monitoring/heapster-pod.json
new file mode 100644
index 00000000000..7ecbc505b26
--- /dev/null
+++ b/examples/monitoring/heapster-pod.json
@@ -0,0 +1,18 @@
+{
+  "id": "heapster",
+  "kind": "Pod",
+  "apiVersion": "v1beta1",
+  "desiredState": {
+    "manifest": {
+      "version": "v1beta1",
+      "id": "heapster",
+      "containers": [{
+        "name": "heapster",
+        "image": "kubernetes/heapster",
+	}]
+    }
+  },
+  "labels": {
+    "name": "heapster",
+  }
+}
diff --git a/examples/monitoring/influx-grafana-pod.json b/examples/monitoring/influx-grafana-pod.json
new file mode 100644
index 00000000000..001ecdda1bc
--- /dev/null
+++ b/examples/monitoring/influx-grafana-pod.json
@@ -0,0 +1,34 @@
+{
+  "id": "influx-grafana",
+  "kind": "Pod",
+  "apiVersion": "v1beta1",
+  "desiredState": {
+    "manifest": {
+      "version": "v1beta1",
+      "id": "influx-grafana",
+      "containers": [{
+        "name": "influxdb",
+        "image": "kubernetes/heapster_influxdb",
+        "ports": [
+		 {"containerPort": 8083, "hostPort": 8083},
+		 {"containerPort": 8086, "hostPort": 8086},
+		 {"containerPort": 8090, "hostPort": 8090},
+		 {"containerPort": 8099, "hostPort": 8099}]
+      }, {
+	"name": "grafana",
+        "image": "kubernetes/heapster_grafana",
+        "ports": [{"containerPort": 80, "hostPort": 80}],
+	"env": [{"name": HTTP_USER, "value": admin},
+	        {"name": HTTP_PASS, "value": admin}],
+      }, {
+	"name": "elasticsearch",
+        "image": "dockerfile/elasticsearch",
+        "ports": [{"containerPort": 9200, "hostPort": 9200},
+		  {"containerPort": 9300}],
+      }]
+    },
+  },
+  "labels": {
+    "name": "influxdb",
+  }
+}
diff --git a/examples/monitoring/influx-grafana-service.json b/examples/monitoring/influx-grafana-service.json
new file mode 100644
index 00000000000..18e7bca4c8a
--- /dev/null
+++ b/examples/monitoring/influx-grafana-service.json
@@ -0,0 +1,10 @@
+{
+  "id": "influx-master",
+  "kind": "Service",
+  "apiVersion": "v1beta1",
+  "port": 8085,
+  "containerPort": 8086,
+  "provider": "kubernetes-default",
+  "component": "influxdb"
+  "selector": { "name": "influxdb" }
+}
\ No newline at end of file