diff --git a/hadoop-yarn-project/CHANGES.txt b/hadoop-yarn-project/CHANGES.txt
index d3efd1cf7b..ad368cc95e 100644
--- a/hadoop-yarn-project/CHANGES.txt
+++ b/hadoop-yarn-project/CHANGES.txt
@@ -111,6 +111,9 @@ Release 2.6.0 - UNRELEASED
 
     YARN-1796. container-executor shouldn't require o-r permissions (atm)
 
+    YARN-2354. DistributedShell may allocate more containers than client
+    specified after AM restarts. (Li Lu via jianhe)
+
 Release 2.5.0 - UNRELEASED
 
   INCOMPATIBLE CHANGES
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/ApplicationMaster.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/ApplicationMaster.java
index 5e1cbbcd93..9051d31089 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/ApplicationMaster.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/ApplicationMaster.java
@@ -208,7 +208,8 @@ public static enum DSEntity {
 
   // App Master configuration
   // No. of containers to run shell command on
-  private int numTotalContainers = 1;
+  @VisibleForTesting
+  protected int numTotalContainers = 1;
   // Memory to request for the container on which the shell command will run
   private int containerMemory = 10;
   // VirtualCores to request for the container on which the shell command will run
@@ -594,8 +595,8 @@ public void run() throws YarnException, IOException {
 
     List<Container> previousAMRunningContainers =
         response.getContainersFromPreviousAttempts();
-    LOG.info("Received " + previousAMRunningContainers.size()
-        + " previous AM's running containers on AM registration.");
+    LOG.info(appAttemptID + " received " + previousAMRunningContainers.size()
+      + " previous attempts' running containers on AM registration.");
     numAllocatedContainers.addAndGet(previousAMRunningContainers.size());
 
     int numTotalContainersToRequest =
@@ -610,7 +611,7 @@ public void run() throws YarnException, IOException {
       ContainerRequest containerAsk = setupContainerAskForRM();
       amRMClient.addContainerRequest(containerAsk);
     }
-    numRequestedContainers.set(numTotalContainersToRequest);
+    numRequestedContainers.set(numTotalContainers);
     try {
       publishApplicationAttemptEvent(timelineClient, appAttemptID.toString(),
           DSEvent.DS_APP_ATTEMPT_END);
@@ -689,7 +690,7 @@ public void onContainersCompleted(List<ContainerStatus> completedContainers) {
       LOG.info("Got response from RM for container ask, completedCnt="
           + completedContainers.size());
       for (ContainerStatus containerStatus : completedContainers) {
-        LOG.info("Got container status for containerID="
+        LOG.info(appAttemptID + " got container status for containerID="
             + containerStatus.getContainerId() + ", state="
             + containerStatus.getState() + ", exitStatus="
             + containerStatus.getExitStatus() + ", diagnostics="
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDSFailedAppMaster.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDSFailedAppMaster.java
index db7419bc8e..f3ab4b7538 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDSFailedAppMaster.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDSFailedAppMaster.java
@@ -36,9 +36,11 @@ public void run() throws YarnException, IOException {
     if (appAttemptID.getAttemptId() == 2) {
       // should reuse the earlier running container, so numAllocatedContainers
       // should be set to 1. And should ask no more containers, so
-      // numRequestedContainers should be set to 0.
+      // numRequestedContainers should be the same as numTotalContainers.
+      // The only container is the container requested by the AM in the first
+      // attempt.
       if (numAllocatedContainers.get() != 1
-          || numRequestedContainers.get() != 0) {
+          || numRequestedContainers.get() != numTotalContainers) {
         LOG.info("NumAllocatedContainers is " + numAllocatedContainers.get()
             + " and NumRequestedContainers is " + numAllocatedContainers.get()
             + ".Application Master failed. exiting");