diff --git a/hadoop-hdfs-project/hadoop-hdfs/CHANGES.HDFS-2802.txt b/hadoop-hdfs-project/hadoop-hdfs/CHANGES.HDFS-2802.txt
index 93d5c95c72c..77d6bedc3a8 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/CHANGES.HDFS-2802.txt
+++ b/hadoop-hdfs-project/hadoop-hdfs/CHANGES.HDFS-2802.txt
@@ -204,3 +204,6 @@ Branch-2802 Snapshot (Unreleased)
 
   HDFS-4534. Add INodeReference in order to support rename with snapshots.
   (szetszwo)
+
+  HDFS-4616. Update the FilesDeleted metric while deleting file/dir in the
+  current tree.  (Jing Zhao via szetszwo)
diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeDirectory.java b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeDirectory.java
index 238f35fd73b..b0a4be2bc0c 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeDirectory.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeDirectory.java
@@ -647,8 +647,10 @@ public class INodeDirectory extends INodeWithAdditionalFields {
       throws QuotaExceededException {
     if (prior == null && snapshot == null) {
       // destroy the whole subtree and collect blocks that should be deleted
+      Quota.Counts counts = Quota.Counts.newInstance();
+      this.computeQuotaUsage(counts, true);
       destroyAndCollectBlocks(collectedBlocks);
-      return Quota.Counts.newInstance();
+      return counts; 
     } else {
       // process recursively down the subtree
       Quota.Counts counts = cleanSubtreeRecursively(snapshot, prior,
diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeFile.java b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeFile.java
index 7fb06015256..cbe55830f41 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeFile.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeFile.java
@@ -293,11 +293,13 @@ public class INodeFile extends INodeWithAdditionalFields implements BlockCollect
   public Quota.Counts cleanSubtree(final Snapshot snapshot, Snapshot prior,
       final BlocksMapUpdateInfo collectedBlocks)
       throws QuotaExceededException {
+    Quota.Counts counts = Quota.Counts.newInstance();
     if (snapshot == null && prior == null) {   
       // this only happens when deleting the current file
+      computeQuotaUsage(counts, false);
       destroyAndCollectBlocks(collectedBlocks);
     }
-    return Quota.Counts.newInstance();
+    return counts;
   }
 
   @Override
diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeSymlink.java b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeSymlink.java
index f0f1aacbeb4..0106ba8955c 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeSymlink.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/INodeSymlink.java
@@ -74,7 +74,7 @@ public class INodeSymlink extends INodeWithAdditionalFields {
   @Override
   public Quota.Counts cleanSubtree(final Snapshot snapshot, Snapshot prior,
       final BlocksMapUpdateInfo collectedBlocks) {
-    return Quota.Counts.newInstance();
+    return Quota.Counts.newInstance(1, 0);
   }
   
   @Override
diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/snapshot/INodeDirectoryWithSnapshot.java b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/snapshot/INodeDirectoryWithSnapshot.java
index 0bb637f6267..cca1ee69b70 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/snapshot/INodeDirectoryWithSnapshot.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/namenode/snapshot/INodeDirectoryWithSnapshot.java
@@ -89,16 +89,19 @@ public class INodeDirectoryWithSnapshot extends INodeDirectoryWithQuota {
     }
 
     /** clear the created list */
-    private void destroyCreatedList(
+    private Quota.Counts destroyCreatedList(
         final INodeDirectoryWithSnapshot currentINode,
         final BlocksMapUpdateInfo collectedBlocks) {
+      Quota.Counts counts = Quota.Counts.newInstance();
       final List<INode> createdList = getList(ListType.CREATED);
       for (INode c : createdList) {
+        c.computeQuotaUsage(counts, true);
         c.destroyAndCollectBlocks(collectedBlocks);
         // c should be contained in the children list, remove it
         currentINode.removeChild(c);
       }
       createdList.clear();
+      return counts;
     }
     
     /** clear the deleted list */
@@ -659,7 +662,7 @@ public class INodeDirectoryWithSnapshot extends INodeDirectoryWithQuota {
       // delete everything in created list
       DirectoryDiff lastDiff = diffs.getLast();
       if (lastDiff != null) {
-        lastDiff.diff.destroyCreatedList(this, collectedBlocks);
+        counts.add(lastDiff.diff.destroyCreatedList(this, collectedBlocks));
       }
     } else {
       // update prior