diff --git a/core/src/main/scala/org/apache/spark/serializer/JavaSerializer.scala b/core/src/main/scala/org/apache/spark/serializer/JavaSerializer.scala
index b463a71d5bd7d8f0316e5f96b82bac8bf6c6e1fb..ea718a0edbe71cd11605b6affeb71d6217ecfab0 100644
--- a/core/src/main/scala/org/apache/spark/serializer/JavaSerializer.scala
+++ b/core/src/main/scala/org/apache/spark/serializer/JavaSerializer.scala
@@ -24,8 +24,7 @@ import scala.reflect.ClassTag
 
 import org.apache.spark.SparkConf
 import org.apache.spark.annotation.DeveloperApi
-import org.apache.spark.util.ByteBufferInputStream
-import org.apache.spark.util.Utils
+import org.apache.spark.util.{ByteBufferInputStream, ByteBufferOutputStream, Utils}
 
 private[spark] class JavaSerializationStream(
     out: OutputStream, counterReset: Int, extraDebugInfo: Boolean)
@@ -96,11 +95,11 @@ private[spark] class JavaSerializerInstance(
   extends SerializerInstance {
 
   override def serialize[T: ClassTag](t: T): ByteBuffer = {
-    val bos = new ByteArrayOutputStream()
+    val bos = new ByteBufferOutputStream()
     val out = serializeStream(bos)
     out.writeObject(t)
     out.close()
-    ByteBuffer.wrap(bos.toByteArray)
+    bos.toByteBuffer
   }
 
   override def deserialize[T: ClassTag](bytes: ByteBuffer): T = {
diff --git a/core/src/main/scala/org/apache/spark/util/ByteBufferOutputStream.scala b/core/src/main/scala/org/apache/spark/util/ByteBufferOutputStream.scala
new file mode 100644
index 0000000000000000000000000000000000000000..92e45224db81cbed8ee224a735a322679ec6aa98
--- /dev/null
+++ b/core/src/main/scala/org/apache/spark/util/ByteBufferOutputStream.scala
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.util
+
+import java.io.ByteArrayOutputStream
+import java.nio.ByteBuffer
+
+/**
+ * Provide a zero-copy way to convert data in ByteArrayOutputStream to ByteBuffer
+ */
+private[spark] class ByteBufferOutputStream extends ByteArrayOutputStream {
+
+  def toByteBuffer: ByteBuffer = {
+    return ByteBuffer.wrap(buf, 0, count)
+  }
+}