diff --git a/hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/fs/FSOutputSummer.java b/hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/fs/FSOutputSummer.java
index bdc55853d8..a8a74945e5 100644
--- a/hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/fs/FSOutputSummer.java
+++ b/hadoop-common-project/hadoop-common/src/main/java/org/apache/hadoop/fs/FSOutputSummer.java
@@ -196,6 +196,10 @@ protected int getChecksumSize() {
     return sum.getChecksumSize();
   }
 
+  protected DataChecksum getDataChecksum() {
+    return sum;
+  }
+
   protected TraceScope createWriteTraceScope() {
     return NullScope.INSTANCE;
   }
diff --git a/hadoop-hdfs-project/hadoop-hdfs/CHANGES-HDFS-EC-7285.txt b/hadoop-hdfs-project/hadoop-hdfs/CHANGES-HDFS-EC-7285.txt
index 48791b134a..9357e23fdd 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/CHANGES-HDFS-EC-7285.txt
+++ b/hadoop-hdfs-project/hadoop-hdfs/CHANGES-HDFS-EC-7285.txt
@@ -125,3 +125,6 @@
 
     HDFS-8233. Fix DFSStripedOutputStream#getCurrentBlockGroupBytes when the last
     stripe is at the block group boundary. (jing9)
+
+    HDFS-8223. Should calculate checksum for parity blocks in DFSStripedOutputStream.
+    (Yi Liu via jing9)
diff --git a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/DFSStripedOutputStream.java b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/DFSStripedOutputStream.java
index 245dfc10b6..68422675a1 100644
--- a/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/DFSStripedOutputStream.java
+++ b/hadoop-hdfs-project/hadoop-hdfs/src/main/java/org/apache/hadoop/hdfs/DFSStripedOutputStream.java
@@ -62,6 +62,8 @@ public class DFSStripedOutputStream extends DFSOutputStream {
    */
   private final ECInfo ecInfo;
   private final int cellSize;
+  // checksum buffer, we only need to calculate checksum for parity blocks
+  private byte[] checksumBuf;
   private ByteBuffer[] cellBuffers;
 
   private final short numAllBlocks;
@@ -99,6 +101,7 @@ private long getBlockGroupSize() {
 
     checkConfiguration();
 
+    checksumBuf = new byte[getChecksumSize() * (cellSize / bytesPerChecksum)];
     cellBuffers = new ByteBuffer[numAllBlocks];
     List<BlockingQueue<LocatedBlock>> stripeBlocks = new ArrayList<>();
 
@@ -179,6 +182,10 @@ private void encode(ByteBuffer[] buffers) {
   private List<DFSPacket> generatePackets(ByteBuffer byteBuffer)
       throws IOException{
     List<DFSPacket> packets = new ArrayList<>();
+    assert byteBuffer.hasArray();
+    getDataChecksum().calculateChunkedSums(byteBuffer.array(), 0,
+        byteBuffer.remaining(), checksumBuf, 0);
+    int ckOff = 0;
     while (byteBuffer.remaining() > 0) {
       DFSPacket p = createPacket(packetSize, chunksPerPacket,
           streamer.getBytesCurBlock(),
@@ -186,6 +193,9 @@ private List<DFSPacket> generatePackets(ByteBuffer byteBuffer)
       int maxBytesToPacket = p.getMaxChunks() * bytesPerChecksum;
       int toWrite = byteBuffer.remaining() > maxBytesToPacket ?
           maxBytesToPacket: byteBuffer.remaining();
+      int ckLen = ((toWrite - 1) / bytesPerChecksum + 1) * getChecksumSize();
+      p.writeChecksum(checksumBuf, ckOff, ckLen);
+      ckOff += ckLen;
       p.writeData(byteBuffer, toWrite);
       streamer.incBytesCurBlock(toWrite);
       packets.add(p);