diff --git a/spark/spark.ipynb b/spark/spark.ipynb
index f4f0c87..fc9f00d 100644
--- a/spark/spark.ipynb
+++ b/spark/spark.ipynb
@@ -1,7 +1,7 @@
 {
  "metadata": {
   "name": "",
-  "signature": "sha256:ecb4af31fb2838a9be26c4692a4c2619957209df829895e8486de7eb84b59fa3"
+  "signature": "sha256:0426fb2480e184a6d65b40b69e4601e1abb23c84cc1090d1fe0e2e98803c6220"
  },
  "nbformat": 3,
  "nbformat_minor": 0,
@@ -16,7 +16,8 @@
       "\n",
       "* Python Shell\n",
       "* RDDs\n",
-      "* Pair RDDs"
+      "* Pair RDDs\n",
+      "* Running Spark on a Cluster"
      ]
     },
     {
@@ -351,6 +352,118 @@
      "language": "python",
      "metadata": {},
      "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "## Running Spark on a Cluster"
+     ]
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Start the standalone cluster's Master and Worker daemons:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "sudo service spark-master start\n",
+      "sudo service spark-worker start"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Stop the standalone cluster's Master and Worker daemons:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "sudo service spark-master stop\n",
+      "sudo service spark-worker stop"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Restart the standalone cluster's Master and Worker daemons:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "sudo service spark-master stop\n",
+      "sudo service spark-worker stop"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "View the Spark standalone cluster UI:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "http://localhost:18080//"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Start the Spark shell and connect to the cluster:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "MASTER=spark://localhost:7077 pyspark"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Confirm you are connected to the correct master:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "sc.master"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
     }
    ],
    "metadata": {}