diff --git a/core/src/main/scala/org/apache/spark/ui/exec/ExecutorsPage.scala b/core/src/main/scala/org/apache/spark/ui/exec/ExecutorsPage.scala
index 1a29b0f412603..c162598040b63 100644
--- a/core/src/main/scala/org/apache/spark/ui/exec/ExecutorsPage.scala
+++ b/core/src/main/scala/org/apache/spark/ui/exec/ExecutorsPage.scala
@@ -61,10 +61,28 @@ private[ui] class ExecutorsPage(
     val execInfoSorted = execInfo.sortBy(_.id)
     val logsExist = execInfo.filter(_.executorLogs.nonEmpty).nonEmpty
 
+    val sumInfo = new ExecutorSummary(
+      "",
+      "",
+      execInfo.map(_.rddBlocks).sum,
+      execInfo.map(_.memoryUsed).sum,
+      execInfo.map(_.diskUsed).sum,
+      execInfo.map(_.activeTasks).sum,
+      execInfo.map(_.failedTasks).sum,
+      execInfo.map(_.completedTasks).sum,
+      execInfo.map(_.totalTasks).sum,
+      execInfo.map(_.totalDuration).sum,
+      execInfo.map(_.totalInputBytes).sum,
+      execInfo.map(_.totalShuffleRead).sum,
+      execInfo.map(_.totalShuffleWrite).sum,
+      execInfo.map(_.maxMemory).sum,
+      Map.empty
+    )
+
     val execTable =
       <table class={UIUtils.TABLE_CLASS_STRIPED_SORTABLE}>
         <thead>
-          <th>Executor ID</th>
+          <th class="sorttable_alpha">Executor ID</th>
           <th>Address</th>
           <th>RDD Blocks</th>
           <th><span data-toggle="tooltip" title={ToolTips.STORAGE_MEMORY}>Storage Memory</span></th>
@@ -88,6 +106,7 @@ private[ui] class ExecutorsPage(
           {if (threadDumpEnabled) <th class="sorttable_nosort">Thread Dump</th> else Seq.empty}
         </thead>
         <tbody>
+          {execRow(sumInfo, logsExist)}
           {execInfoSorted.map(execRow(_, logsExist))}
         </tbody>
       </table>
@@ -114,12 +133,23 @@ private[ui] class ExecutorsPage(
 
   /** Render an HTML row representing an executor */
   private def execRow(info: ExecutorSummary, logsExist: Boolean): Seq[Node] = {
+    val totalRow = info.id.isEmpty && info.hostPort.isEmpty;
     val maximumMemory = info.maxMemory
     val memoryUsed = info.memoryUsed
     val diskUsed = info.diskUsed
     <tr>
-      <td>{info.id}</td>
-      <td>{info.hostPort}</td>
+      {
+        if (totalRow)
+          <td sorttable_customkey="-1"></td>
+        else
+          <td>{info.id}</td>
+      }
+      {
+        if (totalRow)
+          <td sorttable_customkey="-1" style="font-weight: bold;">"TOTALS"</td>
+        else
+          <td>{info.hostPort}</td>
+      }
       <td>{info.rddBlocks}</td>
       <td sorttable_customkey={memoryUsed.toString}>
         {Utils.bytesToString(memoryUsed)} /
@@ -148,12 +178,14 @@ private[ui] class ExecutorsPage(
         if (logsExist) {
           <td>
             {
-              info.executorLogs.map { case (logName, logUrl) =>
-                <div>
-                  <a href={logUrl}>
-                    {logName}
-                  </a>
-                </div>
+              if (!totalRow) {
+                info.executorLogs.map { case (logName, logUrl) =>
+                  <div>
+                    <a href={logUrl}>
+                      {logName}
+                    </a>
+                  </div>
+                }
               }
             }
           </td>
@@ -163,7 +195,11 @@ private[ui] class ExecutorsPage(
         if (threadDumpEnabled) {
           val encodedId = URLEncoder.encode(info.id, "UTF-8")
           <td>
-            <a href={s"threadDump/?executorId=${encodedId}"}>Thread Dump</a>
+            {
+              if (!totalRow) {
+                <a href={s"threadDump/?executorId=${encodedId}"}>Thread Dump</a>
+              }
+            }
           </td>
         } else {
           Seq.empty