diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java
index 1666325b99..257f590c12 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java
@@ -676,6 +676,12 @@ public boolean run() throws IOException, YarnException {
     }
 
     QueueInfo queueInfo = yarnClient.getQueueInfo(this.amQueue);
+    if (queueInfo == null) {
+      throw new IllegalArgumentException(String
+          .format("Queue %s not present in scheduler configuration.",
+              this.amQueue));
+    }
+
     LOG.info("Queue info"
         + ", queueName=" + queueInfo.getQueueName()
         + ", queueCurrentCapacity=" + queueInfo.getCurrentCapacity()
diff --git a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDistributedShell.java b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDistributedShell.java
index e67e541629..1c606abe82 100644
--- a/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDistributedShell.java
+++ b/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/test/java/org/apache/hadoop/yarn/applications/distributedshell/TestDistributedShell.java
@@ -1728,6 +1728,24 @@ public void testDistributedShellAMResourcesWithUnknownResource()
     client.run();
   }
 
+  @Test(expected=IllegalArgumentException.class)
+  public void testDistributedShellNonExistentQueue()
+      throws Exception {
+    String[] args = {
+        "--jar",
+        APPMASTER_JAR,
+        "--num_containers",
+        "1",
+        "--shell_command",
+        Shell.WINDOWS ? "dir" : "ls",
+        "--queue",
+        "non-existent-queue"
+    };
+    Client client = new Client(new Configuration(yarnCluster.getConfig()));
+    client.init(args);
+    client.run();
+  }
+
   @Test
   public void testDistributedShellWithSingleFileLocalization()
       throws Exception {