diff --git a/hudi-client/hudi-client-common/src/main/java/org/apache/hudi/client/embedded/EmbeddedTimelineServerHelper.java b/hudi-client/hudi-client-common/src/main/java/org/apache/hudi/client/embedded/EmbeddedTimelineServerHelper.java
index 558b5ff62..3112a9185 100644
--- a/hudi-client/hudi-client-common/src/main/java/org/apache/hudi/client/embedded/EmbeddedTimelineServerHelper.java
+++ b/hudi-client/hudi-client-common/src/main/java/org/apache/hudi/client/embedded/EmbeddedTimelineServerHelper.java
@@ -49,6 +49,8 @@ public class EmbeddedTimelineServerHelper {
     if (config.isEmbeddedTimelineServerReuseEnabled()) {
       if (!TIMELINE_SERVER.isPresent() || !TIMELINE_SERVER.get().canReuseFor(config.getBasePath())) {
         TIMELINE_SERVER = Option.of(startTimelineService(context, config));
+      } else {
+        updateWriteConfigWithTimelineServer(TIMELINE_SERVER.get(), config);
       }
       return TIMELINE_SERVER;
     }
diff --git a/hudi-flink/src/test/java/org/apache/hudi/sink/TestWriteCopyOnWrite.java b/hudi-flink/src/test/java/org/apache/hudi/sink/TestWriteCopyOnWrite.java
index 5e68b7656..d150d5346 100644
--- a/hudi-flink/src/test/java/org/apache/hudi/sink/TestWriteCopyOnWrite.java
+++ b/hudi-flink/src/test/java/org/apache/hudi/sink/TestWriteCopyOnWrite.java
@@ -24,10 +24,13 @@ import org.apache.hudi.common.model.HoodieKey;
 import org.apache.hudi.common.model.HoodieRecord;
 import org.apache.hudi.common.model.HoodieTableType;
 import org.apache.hudi.common.table.timeline.HoodieInstant;
+import org.apache.hudi.common.table.view.FileSystemViewStorageConfig;
+import org.apache.hudi.common.table.view.FileSystemViewStorageType;
 import org.apache.hudi.configuration.FlinkOptions;
 import org.apache.hudi.exception.HoodieException;
 import org.apache.hudi.sink.event.BatchWriteSuccessEvent;
 import org.apache.hudi.sink.utils.StreamWriteFunctionWrapper;
+import org.apache.hudi.util.StreamerUtil;
 import org.apache.hudi.utils.TestConfigurations;
 import org.apache.hudi.utils.TestData;
 
@@ -50,9 +53,11 @@ import java.util.stream.Collectors;
 import static org.hamcrest.CoreMatchers.instanceOf;
 import static org.hamcrest.CoreMatchers.is;
 import static org.hamcrest.MatcherAssert.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertFalse;
 import static org.junit.jupiter.api.Assertions.assertNotEquals;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertSame;
 import static org.junit.jupiter.api.Assertions.assertThrows;
 import static org.junit.jupiter.api.Assertions.assertTrue;
 
@@ -692,6 +697,19 @@ public class TestWriteCopyOnWrite {
     }, "Timeout(500ms) while waiting for instant");
   }
 
+  @Test
+  public void testReuseEmbeddedServer() {
+    HoodieFlinkWriteClient writeClient = StreamerUtil.createWriteClient(conf, null);
+    FileSystemViewStorageConfig viewStorageConfig = writeClient.getConfig().getViewStorageConfig();
+
+    assertSame(viewStorageConfig.getStorageType(), FileSystemViewStorageType.REMOTE_FIRST);
+
+    // get another write client
+    writeClient = StreamerUtil.createWriteClient(conf, null);
+    assertSame(writeClient.getConfig().getViewStorageConfig().getStorageType(), FileSystemViewStorageType.REMOTE_FIRST);
+    assertEquals(viewStorageConfig.getRemoteViewServerPort(), writeClient.getConfig().getViewStorageConfig().getRemoteViewServerPort());
+  }
+
   // -------------------------------------------------------------------------
   //  Utilities
   // -------------------------------------------------------------------------