diff --git a/hadoop-tools/hadoop-aliyun/src/main/java/org/apache/hadoop/fs/aliyun/oss/AliyunOSSUtils.java b/hadoop-tools/hadoop-aliyun/src/main/java/org/apache/hadoop/fs/aliyun/oss/AliyunOSSUtils.java
index 3b2f5d5f26..1ef7fe72ae 100644
--- a/hadoop-tools/hadoop-aliyun/src/main/java/org/apache/hadoop/fs/aliyun/oss/AliyunOSSUtils.java
+++ b/hadoop-tools/hadoop-aliyun/src/main/java/org/apache/hadoop/fs/aliyun/oss/AliyunOSSUtils.java
@@ -23,6 +23,7 @@
 import java.net.URI;
 
 import com.aliyun.oss.common.auth.CredentialsProvider;
+import org.apache.hadoop.fs.Path;
 import org.apache.hadoop.util.Preconditions;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.hadoop.conf.Configuration;
@@ -39,7 +40,7 @@
 final public class AliyunOSSUtils {
   private static final Logger LOG =
       LoggerFactory.getLogger(AliyunOSSUtils.class);
-  private static LocalDirAllocator directoryAllocator;
+  private static volatile LocalDirAllocator directoryAllocator;
 
   private AliyunOSSUtils() {
   }
@@ -171,21 +172,33 @@ public static boolean objectRepresentsDirectory(final String name,
 
   /**
    * Demand create the directory allocator, then create a temporary file.
-   *  @param path prefix for the temporary file
-   *  @param size the size of the file that is going to be written
-   *  @param conf the Configuration object
-   *  @return a unique temporary file
-   *  @throws IOException IO problems
+   * This does not mark the file for deletion when a process exits.
+   * {@link LocalDirAllocator#createTmpFileForWrite(
+   * String, long, Configuration)}.
+   * @param pathStr prefix for the temporary file
+   * @param size the size of the file that is going to be written
+   * @param conf the Configuration object
+   * @return a unique temporary file
+   * @throws IOException IO problems
    */
-  public static File createTmpFileForWrite(String path, long size,
+  public static File createTmpFileForWrite(String pathStr, long size,
       Configuration conf) throws IOException {
     if (conf.get(BUFFER_DIR_KEY) == null) {
       conf.set(BUFFER_DIR_KEY, conf.get("hadoop.tmp.dir") + "/oss");
     }
     if (directoryAllocator == null) {
-      directoryAllocator = new LocalDirAllocator(BUFFER_DIR_KEY);
+      synchronized (AliyunOSSUtils.class) {
+        if (directoryAllocator == null) {
+          directoryAllocator = new LocalDirAllocator(BUFFER_DIR_KEY);
+        }
+      }
     }
-    return directoryAllocator.createTmpFileForWrite(path, size, conf);
+    Path path = directoryAllocator.getLocalPathForWrite(pathStr,
+        size, conf);
+    File dir = new File(path.getParent().toUri().getPath());
+    String prefix = path.getName();
+    // create a temp file on this directory
+    return File.createTempFile(prefix, null, dir);
   }
 
   /**
diff --git a/hadoop-tools/hadoop-aliyun/src/test/java/org/apache/hadoop/fs/aliyun/oss/TestAliyunOSSBlockOutputStream.java b/hadoop-tools/hadoop-aliyun/src/test/java/org/apache/hadoop/fs/aliyun/oss/TestAliyunOSSBlockOutputStream.java
index f6e0b7731d..69aa0a5a79 100644
--- a/hadoop-tools/hadoop-aliyun/src/test/java/org/apache/hadoop/fs/aliyun/oss/TestAliyunOSSBlockOutputStream.java
+++ b/hadoop-tools/hadoop-aliyun/src/test/java/org/apache/hadoop/fs/aliyun/oss/TestAliyunOSSBlockOutputStream.java
@@ -23,19 +23,27 @@
 import org.apache.hadoop.fs.FileSystem;
 import org.apache.hadoop.fs.Path;
 import org.apache.hadoop.fs.contract.ContractTestUtils;
+import org.apache.hadoop.test.GenericTestUtils;
 import org.junit.After;
 import org.junit.Before;
 import org.junit.Rule;
 import org.junit.Test;
 import org.junit.rules.Timeout;
 
+import java.io.File;
 import java.io.IOException;
+import java.lang.reflect.Field;
+import java.util.ArrayList;
+import java.util.LinkedHashSet;
 
 import static org.apache.hadoop.fs.aliyun.oss.Constants.BUFFER_DIR_KEY;
 import static org.apache.hadoop.fs.aliyun.oss.Constants.MULTIPART_UPLOAD_PART_SIZE_DEFAULT;
 import static org.apache.hadoop.fs.aliyun.oss.Constants.MULTIPART_UPLOAD_PART_SIZE_KEY;
 import static org.apache.hadoop.fs.contract.ContractTestUtils.IO_CHUNK_BUFFER_SIZE;
 import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertNotEquals;
+import static org.junit.Assert.assertTrue;
 
 /**
  * Tests regular and multi-part upload functionality for
@@ -201,4 +209,44 @@ private void bufferDirShouldEmpty() throws IOException {
     // Temporary file should be deleted
     assertEquals(0, files.length);
   }
+
+  @Test
+  public void testDirectoryAllocator() throws Throwable {
+    Configuration conf = fs.getConf();
+    File tmp = AliyunOSSUtils.createTmpFileForWrite("out-", 1024, conf);
+    assertTrue("not found: " + tmp, tmp.exists());
+    tmp.delete();
+
+    // tmp should not in DeleteOnExitHook
+    try {
+      Class<?> c = Class.forName("java.io.DeleteOnExitHook");
+      Field field = c.getDeclaredField("files");
+      field.setAccessible(true);
+      String name = field.getName();
+      LinkedHashSet<String> files = (LinkedHashSet<String>)field.get(name);
+      assertTrue("in DeleteOnExitHook", files.isEmpty());
+      assertFalse("in DeleteOnExitHook",
+          (new ArrayList<>(files)).contains(tmp.getPath()));
+    } catch (Exception e) {
+      e.printStackTrace();
+    }
+  }
+
+  @Test
+  public void testDirectoryAllocatorRR() throws Throwable {
+    File dir1 = GenericTestUtils.getRandomizedTestDir();
+    File dir2 = GenericTestUtils.getRandomizedTestDir();
+    dir1.mkdirs();
+    dir2.mkdirs();
+
+    Configuration conf = new Configuration();
+    conf.set(BUFFER_DIR_KEY, dir1 + ", " + dir2);
+    fs = AliyunOSSTestUtils.createTestFileSystem(conf);
+    File tmp1 = AliyunOSSUtils.createTmpFileForWrite("out-", 1024, conf);
+    tmp1.delete();
+    File tmp2 = AliyunOSSUtils.createTmpFileForWrite("out-", 1024, conf);
+    tmp2.delete();
+    assertNotEquals("round robin not working",
+        tmp1.getParent(), tmp2.getParent());
+  }
 }