diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/BlockPoolSlice.java b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/BlockPoolSlice.java
index 5fe31ce4ae..4b5a255dd4 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/BlockPoolSlice.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/BlockPoolSlice.java
@@ -192,7 +192,7 @@ public int compare(File f1, File f2) {
 
     if (addReplicaThreadPool == null) {
       // initialize add replica fork join pool
-      initializeAddReplicaPool(conf);
+      initializeAddReplicaPool(conf, (FsDatasetImpl) volume.getDataset());
     }
     // Make the dfs usage to be saved during shutdown.
     shutdownHook = new Runnable() {
@@ -208,9 +208,9 @@ public void run() {
         SHUTDOWN_HOOK_PRIORITY);
   }
 
-  private synchronized void initializeAddReplicaPool(Configuration conf) {
+  private synchronized static void initializeAddReplicaPool(Configuration conf,
+      FsDatasetImpl dataset) {
     if (addReplicaThreadPool == null) {
-      FsDatasetImpl dataset = (FsDatasetImpl) volume.getDataset();
       int numberOfBlockPoolSlice = dataset.getVolumeCount()
           * dataset.getBPServiceCount();
       int poolsize = Math.max(numberOfBlockPoolSlice,
@@ -1050,4 +1050,15 @@ protected void compute() {
   public static int getAddReplicaForkPoolSize() {
     return addReplicaThreadPool.getPoolSize();
   }
+
+  @VisibleForTesting
+  public ForkJoinPool getAddReplicaThreadPool() {
+    return addReplicaThreadPool;
+  }
+
+  @VisibleForTesting
+  public static void reInitializeAddReplicaThreadPool() {
+    addReplicaThreadPool.shutdown();
+    addReplicaThreadPool = null;
+  }
 }
diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/TestFsVolumeList.java b/hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/TestFsVolumeList.java
index 581a7a8d01..b22742676d 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/TestFsVolumeList.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/test/java/org/apache/hadoop/hdfs/server/datanode/fsdataset/impl/TestFsVolumeList.java
@@ -27,7 +27,9 @@
 import org.apache.hadoop.hdfs.DFSConfigKeys;
 import org.apache.hadoop.hdfs.DFSTestUtil;
 import org.apache.hadoop.hdfs.DistributedFileSystem;
+import org.apache.hadoop.hdfs.HdfsConfiguration;
 import org.apache.hadoop.hdfs.MiniDFSCluster;
+import org.apache.hadoop.hdfs.MiniDFSNNTopology;
 import org.apache.hadoop.hdfs.server.common.Storage.StorageDirectory;
 import org.apache.hadoop.hdfs.server.datanode.BlockScanner;
 import org.apache.hadoop.hdfs.server.datanode.StorageLocation;
@@ -48,6 +50,7 @@
 import java.util.List;
 import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
+import java.util.concurrent.ForkJoinPool;
 import java.util.concurrent.Future;
 import java.util.concurrent.TimeoutException;
 
@@ -328,6 +331,7 @@ public void testDfsReservedPercentageForDifferentStorageTypes()
 
   @Test(timeout = 60000)
   public void testAddRplicaProcessorForAddingReplicaInMap() throws Exception {
+    BlockPoolSlice.reInitializeAddReplicaThreadPool();
     Configuration cnf = new Configuration();
     int poolSize = 5;
     cnf.setInt(DFSConfigKeys.DFS_REPLICATION_KEY, 1);
@@ -374,7 +378,29 @@ public void run() {
     vol.getVolumeMap(bpid, volumeMap, ramDiskReplicaMap);
     assertTrue("Failed to add all the replica to map", volumeMap.replicas(bpid)
         .size() == 1000);
-    assertTrue("Fork pool size should be " + poolSize,
-        BlockPoolSlice.getAddReplicaForkPoolSize() == poolSize);
+    assertEquals("Fork pool should be initialize with configured pool size",
+        poolSize, BlockPoolSlice.getAddReplicaForkPoolSize());
+  }
+
+  @Test(timeout = 60000)
+  public void testInstanceOfAddReplicaThreadPool() throws Exception {
+    // Start cluster with multiple namespace
+    try (MiniDFSCluster cluster = new MiniDFSCluster.Builder(
+        new HdfsConfiguration())
+        .nnTopology(MiniDFSNNTopology.simpleFederatedTopology(2))
+        .numDataNodes(1).build()) {
+      cluster.waitActive();
+      FsDatasetImpl fsDataset = (FsDatasetImpl) cluster.getDataNodes().get(0)
+          .getFSDataset();
+      FsVolumeImpl vol = (FsVolumeImpl) fsDataset.getFsVolumeReferences()
+          .get(0);
+      ForkJoinPool threadPool1 = vol.getBlockPoolSlice(
+          cluster.getNamesystem(0).getBlockPoolId()).getAddReplicaThreadPool();
+      ForkJoinPool threadPool2 = vol.getBlockPoolSlice(
+          cluster.getNamesystem(1).getBlockPoolId()).getAddReplicaThreadPool();
+      assertEquals(
+          "Thread pool instance should be same in all the BlockPoolSlice",
+          threadPool1, threadPool2);
+    }
   }
 }
\ No newline at end of file