diff --git a/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/TripleHttp2FrameCodecBuilder.java b/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/TripleHttp2FrameCodecBuilder.java
new file mode 100644
index 000000000000..217b8c1496f4
--- /dev/null
+++ b/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/TripleHttp2FrameCodecBuilder.java
@@ -0,0 +1,70 @@
+/*
+ * 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.dubbo.rpc.protocol.tri;
+
+import io.netty.handler.codec.http2.DefaultHttp2Connection;
+import io.netty.handler.codec.http2.Http2CodecUtil;
+import io.netty.handler.codec.http2.Http2Connection;
+import io.netty.handler.codec.http2.Http2FrameCodecBuilder;
+import io.netty.handler.codec.http2.Http2LocalFlowController;
+import io.netty.handler.codec.http2.Http2RemoteFlowController;
+import org.apache.dubbo.common.utils.Assert;
+
+import java.util.function.Consumer;
+
+public class TripleHttp2FrameCodecBuilder extends Http2FrameCodecBuilder {
+
+    TripleHttp2FrameCodecBuilder(Http2Connection connection) {
+        connection(connection);
+    }
+
+    public static TripleHttp2FrameCodecBuilder fromConnection(Http2Connection connection) {
+        return new TripleHttp2FrameCodecBuilder(connection);
+    }
+
+    public static TripleHttp2FrameCodecBuilder forClient() {
+        return forClient(Http2CodecUtil.SMALLEST_MAX_CONCURRENT_STREAMS);
+    }
+
+    public static TripleHttp2FrameCodecBuilder forClient(int maxReservedStreams) {
+        return fromConnection(new DefaultHttp2Connection(false, maxReservedStreams));
+    }
+
+    public static TripleHttp2FrameCodecBuilder forServer() {
+        return forServer(Http2CodecUtil.SMALLEST_MAX_CONCURRENT_STREAMS);
+    }
+
+    public static TripleHttp2FrameCodecBuilder forServer(int maxReservedStreams) {
+        return fromConnection(new DefaultHttp2Connection(true, maxReservedStreams));
+    }
+
+    public TripleHttp2FrameCodecBuilder customizeConnection(Consumer<Http2Connection> connectionCustomizer) {
+        Http2Connection connection = this.connection();
+        Assert.notNull(connection, "connection cannot be null.");
+        connectionCustomizer.accept(connection);
+        return this;
+    }
+
+    public TripleHttp2FrameCodecBuilder remoteFlowController(Http2RemoteFlowController remoteFlowController) {
+        return this.customizeConnection((connection) -> connection.remote().flowController(remoteFlowController));
+    }
+
+    public TripleHttp2FrameCodecBuilder localFlowController(Http2LocalFlowController localFlowController) {
+        return this.customizeConnection((connection) -> connection.local().flowController(localFlowController));
+    }
+}
diff --git a/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/TripleHttp2Protocol.java b/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/TripleHttp2Protocol.java
index d13e4bfcd275..321af9d61452 100644
--- a/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/TripleHttp2Protocol.java
+++ b/dubbo-rpc/dubbo-rpc-triple/src/main/java/org/apache/dubbo/rpc/protocol/tri/TripleHttp2Protocol.java
@@ -43,7 +43,6 @@
 import io.netty.channel.ChannelInitializer;
 import io.netty.channel.ChannelPipeline;
 import io.netty.handler.codec.http2.Http2FrameCodec;
-import io.netty.handler.codec.http2.Http2FrameCodecBuilder;
 import io.netty.handler.codec.http2.Http2FrameLogger;
 import io.netty.handler.codec.http2.Http2MultiplexHandler;
 import io.netty.handler.codec.http2.Http2Settings;
@@ -113,7 +112,8 @@ public void configServerProtocolHandler(URL url, ChannelOperator operator) {
         } else {
             headFilters = Collections.emptyList();
         }
-        final Http2FrameCodec codec = Http2FrameCodecBuilder.forServer()
+        final Http2FrameCodec codec = TripleHttp2FrameCodecBuilder.forServer()
+            .customizeConnection((connection) -> connection.remote().flowController(new TriHttp2RemoteFlowController(connection, url.getOrDefaultApplicationModel())))
             .gracefulShutdownTimeoutMillis(10000)
             .initialSettings(new Http2Settings().headerTableSize(
                     config.getInt(H2_SETTINGS_HEADER_TABLE_SIZE_KEY, DEFAULT_SETTING_HEADER_LIST_SIZE))
@@ -127,7 +127,6 @@ public void configServerProtocolHandler(URL url, ChannelOperator operator) {
             .frameLogger(SERVER_LOGGER)
             .build();
         ExecutorSupport executorSupport = ExecutorRepository.getInstance(url.getOrDefaultApplicationModel()).getExecutorSupport(url);
-        codec.connection().remote().flowController(new TriHttp2RemoteFlowController(codec.connection(), url.getOrDefaultApplicationModel()));
         codec.connection().local().flowController().frameWriter(codec.encoder().frameWriter());
         TripleWriteQueue writeQueue = new TripleWriteQueue();
         final Http2MultiplexHandler handler = new Http2MultiplexHandler(
@@ -152,7 +151,8 @@ protected void initChannel(Http2StreamChannel ch) {
 
     @Override
     public void configClientPipeline(URL url, ChannelOperator operator, ContextOperator contextOperator) {
-        final Http2FrameCodec codec = Http2FrameCodecBuilder.forClient()
+        final Http2FrameCodec codec = TripleHttp2FrameCodecBuilder.forClient()
+            .customizeConnection((connection) -> connection.remote().flowController(new TriHttp2RemoteFlowController(connection, url.getOrDefaultApplicationModel())))
             .gracefulShutdownTimeoutMillis(10000)
             .initialSettings(new Http2Settings().headerTableSize(
                     config.getInt(H2_SETTINGS_HEADER_TABLE_SIZE_KEY, DEFAULT_SETTING_HEADER_LIST_SIZE))
@@ -166,7 +166,6 @@ public void configClientPipeline(URL url, ChannelOperator operator, ContextOpera
                     DEFAULT_MAX_HEADER_LIST_SIZE)))
             .frameLogger(CLIENT_LOGGER)
             .build();
-        codec.connection().remote().flowController(new TriHttp2RemoteFlowController(codec.connection(), url.getOrDefaultApplicationModel()));
         codec.connection().local().flowController().frameWriter(codec.encoder().frameWriter());
         final Http2MultiplexHandler handler = new Http2MultiplexHandler(
             new TripleClientHandler(frameworkModel));