diff --git a/hadoop-common-project/hadoop-common/CHANGES.txt b/hadoop-common-project/hadoop-common/CHANGES.txt
index 5f28a27e1a2..f9ca751a431 100644
--- a/hadoop-common-project/hadoop-common/CHANGES.txt
+++ b/hadoop-common-project/hadoop-common/CHANGES.txt
@@ -629,6 +629,8 @@ Release 2.8.0 - UNRELEASED
     HADOOP-12284. UserGroupInformation doAs can throw misleading exception
     (Aaron Dosset via stevel)
 
+    HADOOP-12449. TestDNS and TestNetUtils failing if no network. (stevel)
+
   OPTIMIZATIONS
 
     HADOOP-12051. ProtobufRpcEngine.invoke() should use Exception.toString()
diff --git a/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestDNS.java b/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestDNS.java
index 2a3098ad234..b26c7caa61b 100644
--- a/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestDNS.java
+++ b/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestDNS.java
@@ -25,6 +25,7 @@
 import java.net.UnknownHostException;
 import java.net.InetAddress;
 
+import javax.naming.CommunicationException;
 import javax.naming.NameNotFoundException;
 
 import org.apache.commons.logging.Log;
@@ -165,8 +166,8 @@ public void testRDNS() throws Exception {
     InetAddress localhost = getLocalIPAddr();
     try {
       String s = DNS.reverseDns(localhost, null);
-      LOG.info("Local revers DNS hostname is " + s);
-    } catch (NameNotFoundException e) {
+      LOG.info("Local reverse DNS hostname is " + s);
+    } catch (NameNotFoundException | CommunicationException e) {
       if (!localhost.isLinkLocalAddress() || localhost.isLoopbackAddress()) {
         //these addresses probably won't work with rDNS anyway, unless someone
         //has unusual entries in their DNS server mapping 1.0.0.127 to localhost
diff --git a/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestNetUtils.java b/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestNetUtils.java
index a12054b1b31..c93ede8bf69 100644
--- a/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestNetUtils.java
+++ b/hadoop-common-project/hadoop-common/src/test/java/org/apache/hadoop/net/TestNetUtils.java
@@ -615,20 +615,30 @@ public void testCanonicalUriWithNoPortNoDefaultPort() {
    * Test for {@link NetUtils#normalizeHostNames}
    */
   @Test
-  public void testNormalizeHostName() {	
-    List<String> hosts = Arrays.asList(new String[] {"127.0.0.1",
-        "localhost", "1.kanyezone.appspot.com", "UnknownHost123"});
+  public void testNormalizeHostName() {
+    String oneHost = "1.kanyezone.appspot.com";
+    try {
+      InetAddress.getByName(oneHost);
+    } catch (UnknownHostException e) {
+      Assume.assumeTrue("Network not resolving "+ oneHost, false);
+    }
+    List<String> hosts = Arrays.asList("127.0.0.1",
+        "localhost", oneHost, "UnknownHost123");
     List<String> normalizedHosts = NetUtils.normalizeHostNames(hosts);
+    String summary = "original [" + StringUtils.join(hosts, ", ") + "]"
+        + " normalized [" + StringUtils.join(normalizedHosts, ", ") + "]";
     // when ipaddress is normalized, same address is expected in return
-    assertEquals(normalizedHosts.get(0), hosts.get(0));
+    assertEquals(summary, hosts.get(0), normalizedHosts.get(0));
     // for normalizing a resolvable hostname, resolved ipaddress is expected in return
-    assertFalse(normalizedHosts.get(1).equals(hosts.get(1)));
-    assertEquals(normalizedHosts.get(1), hosts.get(0));
+    assertFalse("Element 1 equal "+ summary,
+        normalizedHosts.get(1).equals(hosts.get(1)));
+    assertEquals(summary, hosts.get(0), normalizedHosts.get(1));
     // this address HADOOP-8372: when normalizing a valid resolvable hostname start with numeric, 
     // its ipaddress is expected to return
-    assertFalse(normalizedHosts.get(2).equals(hosts.get(2)));
+    assertFalse("Element 2 equal " + summary,
+        normalizedHosts.get(2).equals(hosts.get(2)));
     // return the same hostname after normalizing a irresolvable hostname.
-    assertEquals(normalizedHosts.get(3), hosts.get(3));
+    assertEquals(summary, hosts.get(3), normalizedHosts.get(3));
   }
   
   @Test