diff --git a/core/src/main/scala/org/apache/spark/ui/UIUtils.scala b/core/src/main/scala/org/apache/spark/ui/UIUtils.scala
index 3312671b6f885..5b9db86c03aa1 100644
--- a/core/src/main/scala/org/apache/spark/ui/UIUtils.scala
+++ b/core/src/main/scala/org/apache/spark/ui/UIUtils.scala
@@ -283,4 +283,17 @@ private[spark] object UIUtils extends Logging {
       </tbody>
     </table>
   }
+
+  def makeProgressBar(started: Int, completed: Int, failed: Int, total: Int): Seq[Node] = {
+    val completeWidth = "width: %s%%".format((completed.toDouble/total)*100)
+    val startWidth = "width: %s%%".format((started.toDouble/total)*100)
+
+    <div class="progress">
+      <span style="text-align:center; position:absolute; width:100%; left:0;">
+        {completed}/{total} { if (failed > 0) s"($failed failed)" else "" }
+      </span>
+      <div class="bar bar-completed" style={completeWidth}></div>
+      <div class="bar bar-running" style={startWidth}></div>
+    </div>
+  }
 }
diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/AllJobsPage.scala b/core/src/main/scala/org/apache/spark/ui/jobs/AllJobsPage.scala
index 170ee5af56f5d..c116d063714d4 100644
--- a/core/src/main/scala/org/apache/spark/ui/jobs/AllJobsPage.scala
+++ b/core/src/main/scala/org/apache/spark/ui/jobs/AllJobsPage.scala
@@ -44,6 +44,7 @@ private[ui] class AllJobsPage(parent: JobsTab) extends WebUIPage("") {
       <th>Description</th>
       <th>Submitted</th>
       <th>Duration</th>
+      <th>Tasks: Succeeded/Total</th>
     }
 
     def makeRow(job: JobUIData): Seq[Node] = {
@@ -74,6 +75,10 @@ private[ui] class AllJobsPage(parent: JobsTab) extends WebUIPage("") {
           {formattedSubmissionTime}
         </td>
         <td sorttable_customkey={duration.getOrElse(-1).toString}>{formattedDuration}</td>
+        <td class="progress-cell">
+          {UIUtils.makeProgressBar(job.numActiveTasks, job.numCompletedTasks,
+          job.numFailedTasks, job.numTasks)}
+        </td>
       </tr>
     }
 
diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala b/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala
index 72bc8d08864af..d63722ceec36a 100644
--- a/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala
+++ b/core/src/main/scala/org/apache/spark/ui/jobs/JobProgressListener.scala
@@ -17,7 +17,7 @@
 
 package org.apache.spark.ui.jobs
 
-import scala.collection.mutable.{HashMap, ListBuffer}
+import scala.collection.mutable.{HashMap, HashSet, ListBuffer}
 
 import org.apache.spark._
 import org.apache.spark.annotation.DeveloperApi
@@ -59,7 +59,8 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
   val failedStages = ListBuffer[StageInfo]()
   val stageIdToData = new HashMap[(StageId, StageAttemptId), StageUIData]
   val stageIdToInfo = new HashMap[StageId, StageInfo]
-  
+  val stageIdToActiveJobIds = new HashMap[StageId, HashSet[JobId]]
+
   // Number of completed and failed stages, may not actually equal to completedStages.size and 
   // failedStages.size respectively due to completedStage and failedStages only maintain the latest
   // part of the stages, the earlier ones will be removed when there are too many stages for 
@@ -86,6 +87,9 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
         jobGroup, JobExecutionStatus.RUNNING)
     jobIdToData(jobStart.jobId) = jobData
     activeJobs(jobStart.jobId) = jobData
+    for (stageId <- jobStart.stageIds) {
+      stageIdToActiveJobIds.getOrElseUpdate(stageId, new HashSet[StageId]).add(jobStart.jobId)
+    }
   }
 
   override def onJobEnd(jobEnd: SparkListenerJobEnd) = synchronized {
@@ -102,6 +106,9 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
         failedJobs += jobData
         jobData.status = JobExecutionStatus.FAILED
     }
+    for (stageId <- jobData.stageIds) {
+      stageIdToActiveJobIds.get(stageId).foreach(_.remove(jobEnd.jobId))
+    }
   }
 
   override def onStageCompleted(stageCompleted: SparkListenerStageCompleted) = synchronized {
@@ -138,6 +145,7 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
       stages.take(toRemove).foreach { s =>
         stageIdToData.remove((s.stageId, s.attemptId))
         stageIdToInfo.remove(s.stageId)
+        stageIdToActiveJobIds.remove(s.stageId)
       }
       stages.trimStart(toRemove)
     }
@@ -162,6 +170,14 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
 
     val stages = poolToActiveStages.getOrElseUpdate(poolName, new HashMap[Int, StageInfo])
     stages(stage.stageId) = stage
+
+    for (
+      activeJobsDependentOnStage <- stageIdToActiveJobIds.get(stage.stageId);
+      jobId <- activeJobsDependentOnStage;
+      jobData <- jobIdToData.get(jobId)
+    ) {
+      jobData.numTasks += stage.numTasks
+    }
   }
 
   override def onTaskStart(taskStart: SparkListenerTaskStart) = synchronized {
@@ -174,6 +190,13 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
       stageData.numActiveTasks += 1
       stageData.taskData.put(taskInfo.taskId, new TaskUIData(taskInfo))
     }
+    for (
+      activeJobsDependentOnStage <- stageIdToActiveJobIds.get(taskStart.stageId);
+      jobId <- activeJobsDependentOnStage;
+      jobData <- jobIdToData.get(jobId)
+    ) {
+      jobData.numActiveTasks += 1
+    }
   }
 
   override def onTaskGettingResult(taskGettingResult: SparkListenerTaskGettingResult) {
@@ -208,6 +231,8 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
       execSummary.taskTime += info.duration
       stageData.numActiveTasks -= 1
 
+      val isRecomputation = stageData.completedIndices.contains(info.index)
+
       val (errorMessage, metrics): (Option[String], Option[TaskMetrics]) =
         taskEnd.reason match {
           case org.apache.spark.Success =>
@@ -231,6 +256,22 @@ class JobProgressListener(conf: SparkConf) extends SparkListener with Logging {
       taskData.taskInfo = info
       taskData.taskMetrics = metrics
       taskData.errorMessage = errorMessage
+
+      for (
+        activeJobsDependentOnStage <- stageIdToActiveJobIds.get(taskEnd.stageId);
+        jobId <- activeJobsDependentOnStage;
+        jobData <- jobIdToData.get(jobId)
+      ) {
+        jobData.numActiveTasks -= 1
+        taskEnd.reason match {
+          case Success =>
+            if (!isRecomputation) {
+              jobData.numCompletedTasks += 1
+            }
+          case _ =>
+            jobData.numFailedTasks += 1
+        }
+      }
     }
   }
 
diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala
index 1546b26c0fc27..88b687d51a537 100644
--- a/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala
+++ b/core/src/main/scala/org/apache/spark/ui/jobs/StageTable.scala
@@ -69,20 +69,6 @@ private[ui] class StageTableBase(
     </table>
   }
 
-  private def makeProgressBar(started: Int, completed: Int, failed: Int, total: Int): Seq[Node] =
-  {
-    val completeWidth = "width: %s%%".format((completed.toDouble/total)*100)
-    val startWidth = "width: %s%%".format((started.toDouble/total)*100)
-
-    <div class="progress">
-      <span style="text-align:center; position:absolute; width:100%; left:0;">
-        {completed}/{total} { if (failed > 0) s"($failed failed)" else "" }
-      </span>
-      <div class="bar bar-completed" style={completeWidth}></div>
-      <div class="bar bar-running" style={startWidth}></div>
-    </div>
-  }
-
   private def makeDescription(s: StageInfo): Seq[Node] = {
     // scalastyle:off
     val killLink = if (killEnabled) {
@@ -172,7 +158,7 @@ private[ui] class StageTableBase(
     <td valign="middle">{submissionTime}</td>
     <td sorttable_customkey={duration.getOrElse(-1).toString}>{formattedDuration}</td>
     <td class="progress-cell">
-      {makeProgressBar(stageData.numActiveTasks, stageData.completedIndices.size,
+      {UIUtils.makeProgressBar(stageData.numActiveTasks, stageData.completedIndices.size,
         stageData.numFailedTasks, s.numTasks)}
     </td>
     <td sorttable_customkey={inputRead.toString}>{inputReadWithUnit}</td>
diff --git a/core/src/main/scala/org/apache/spark/ui/jobs/UIData.scala b/core/src/main/scala/org/apache/spark/ui/jobs/UIData.scala
index 7ab4bf4712a4e..829500e254db9 100644
--- a/core/src/main/scala/org/apache/spark/ui/jobs/UIData.scala
+++ b/core/src/main/scala/org/apache/spark/ui/jobs/UIData.scala
@@ -43,7 +43,11 @@ private[jobs] object UIData {
     var endTime: Option[Long] = None,
     var stageIds: Seq[Int] = Seq.empty,
     var jobGroup: Option[String] = None,
-    var status: JobExecutionStatus = JobExecutionStatus.UNKNOWN
+    var status: JobExecutionStatus = JobExecutionStatus.UNKNOWN,
+    var numTasks: Int = 0,
+    var numActiveTasks: Int = 0,
+    var numCompletedTasks: Int = 0,
+    var numFailedTasks: Int = 0
   )
 
   class StageUIData {