diff --git a/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/HashBasedShuffleWriter.java b/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/HashBasedShuffleWriter.java
index 4c5e6739b3b..0202f2f5f21 100644
--- a/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/HashBasedShuffleWriter.java
+++ b/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/HashBasedShuffleWriter.java
@@ -277,6 +277,7 @@ private byte[] getOrCreateBuffer(int partitionId) {
 
   protected void pushGiantRecord(int partitionId, byte[] buffer, int numBytes) throws IOException {
     logger.debug("Push giant record, size {}.", numBytes);
+    long start = System.nanoTime();
     int bytesWritten =
         shuffleClient.pushData(
             shuffleId,
@@ -288,8 +289,10 @@ protected void pushGiantRecord(int partitionId, byte[] buffer, int numBytes) thr
             numBytes,
             numMappers,
             numPartitions);
+    long delta = System.nanoTime() - start;
     mapStatusLengths[partitionId].add(bytesWritten);
     writeMetrics.incBytesWritten(bytesWritten);
+    writeMetrics.incWriteTime(delta);
   }
 
   private int getOrUpdateOffset(int partitionId, int serializedRecordSize)
diff --git a/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/SortBasedShuffleWriter.java b/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/SortBasedShuffleWriter.java
index 5717910eea9..3346deb2ad5 100644
--- a/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/SortBasedShuffleWriter.java
+++ b/client-spark/spark-3/src/main/java/org/apache/spark/shuffle/celeborn/SortBasedShuffleWriter.java
@@ -346,6 +346,7 @@ private void write0(scala.collection.Iterator iterator) throws IOException {
 
   private void pushGiantRecord(int partitionId, byte[] buffer, int numBytes) throws IOException {
     logger.debug("Push giant record, size {}.", Utils.bytesToString(numBytes));
+    long start = System.nanoTime();
     int bytesWritten =
         shuffleClient.pushData(
             shuffleId,
@@ -357,8 +358,10 @@ private void pushGiantRecord(int partitionId, byte[] buffer, int numBytes) throw
             numBytes,
             numMappers,
             numPartitions);
+    long delta = System.nanoTime() - start;
     mapStatusLengths[partitionId].add(bytesWritten);
     writeMetrics.incBytesWritten(bytesWritten);
+    writeMetrics.incWriteTime(delta);
   }
 
   private void cleanupPusher() throws IOException {
diff --git a/client-spark/spark-3/src/test/java/org/apache/spark/shuffle/celeborn/CelebornShuffleWriterSuiteBase.java b/client-spark/spark-3/src/test/java/org/apache/spark/shuffle/celeborn/CelebornShuffleWriterSuiteBase.java
index 33eedd9d40d..62d31ee6d25 100644
--- a/client-spark/spark-3/src/test/java/org/apache/spark/shuffle/celeborn/CelebornShuffleWriterSuiteBase.java
+++ b/client-spark/spark-3/src/test/java/org/apache/spark/shuffle/celeborn/CelebornShuffleWriterSuiteBase.java
@@ -268,6 +268,7 @@ private void check(
     ShuffleWriteMetrics metrics = taskContext.taskMetrics().shuffleWriteMetrics();
     assertEquals(metrics.recordsWritten(), total.intValue());
     assertEquals(metrics.bytesWritten(), tempFile.length());
+    assertTrue(metrics.writeTime() > 0);
 
     try (FileInputStream fis = new FileInputStream(tempFile)) {
       Iterator it = newSerializerInstance(serializer).deserializeStream(fis).asKeyValueIterator();