diff --git a/hadoop-hdfs-project/hadoop-hdfs/CHANGES.txt b/hadoop-hdfs-project/hadoop-hdfs/CHANGES.txt
index 83c5801a90a..2b6d5e0e0a3 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/CHANGES.txt
+++ b/hadoop-hdfs-project/hadoop-hdfs/CHANGES.txt
@@ -121,6 +121,8 @@ Release 2.0.1-alpha - UNRELEASED
     HDFS-3613. GSet prints some INFO level values, which aren't
     really very useful to all (Andrew Wang via harsh)
 
+    HDFS-3611. NameNode prints unnecessary WARNs about edit log normally skipping a few bytes. (Colin Patrick McCabe via harsh)
+
   OPTIMIZATIONS
 
     HDFS-2982. Startup performance suffers when there are many edit log
diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/EditLogFileInputStream.java b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/EditLogFileInputStream.java
index dce51c62f6e..f9ba017c96a 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/EditLogFileInputStream.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/EditLogFileInputStream.java
@@ -164,9 +164,11 @@ private FSEditLogOp nextOpImpl(boolean skipBrokenEdits) throws IOException {
           //
           long skipAmt = file.length() - tracker.getPos();
           if (skipAmt > 0) {
-            LOG.warn("skipping " + skipAmt + " bytes at the end " +
-              "of edit log  '" + getName() + "': reached txid " + txId +
-              " out of " + lastTxId);
+            if (LOG.isDebugEnabled()) {
+                LOG.debug("skipping " + skipAmt + " bytes at the end " +
+                  "of edit log  '" + getName() + "': reached txid " + txId +
+                  " out of " + lastTxId);
+            }
             tracker.clearLimit();
             IOUtils.skipFully(tracker, skipAmt);
           }