diff --git a/remoting/src/main/java/org/apache/rocketmq/remoting/netty/NettyRemotingClient.java b/remoting/src/main/java/org/apache/rocketmq/remoting/netty/NettyRemotingClient.java
index 9f151913067..f5157d03049 100644
--- a/remoting/src/main/java/org/apache/rocketmq/remoting/netty/NettyRemotingClient.java
+++ b/remoting/src/main/java/org/apache/rocketmq/remoting/netty/NettyRemotingClient.java
@@ -351,9 +351,10 @@ public void initChannel(SocketChannel ch) {
         return bootstrap;
     }
 
-    // Do not use RemotingUtil, it will directly resolve the domain
+    // Do not use RemotingHelper.string2SocketAddress(), it will directly resolve the domain
     private String[] getHostAndPort(String address) {
-        return address.split(":");
+        int split = address.lastIndexOf(":");
+        return split < 0 ? new String[]{address} : new String[]{address.substring(0, split), address.substring(split + 1)};
     }
 
     @Override
diff --git a/remoting/src/test/java/org/apache/rocketmq/remoting/netty/NettyRemotingClientTest.java b/remoting/src/test/java/org/apache/rocketmq/remoting/netty/NettyRemotingClientTest.java
index 1cc6b4f4687..456e7ecdd59 100644
--- a/remoting/src/test/java/org/apache/rocketmq/remoting/netty/NettyRemotingClientTest.java
+++ b/remoting/src/test/java/org/apache/rocketmq/remoting/netty/NettyRemotingClientTest.java
@@ -16,9 +16,12 @@
  */
 package org.apache.rocketmq.remoting.netty;
 
+import io.netty.bootstrap.Bootstrap;
 import io.netty.channel.Channel;
 import io.netty.channel.ChannelFuture;
 import io.netty.channel.local.LocalChannel;
+
+import java.lang.reflect.Field;
 import java.util.concurrent.CompletableFuture;
 import java.util.concurrent.ExecutionException;
 import java.util.concurrent.ExecutorService;
@@ -50,6 +53,7 @@
 import static org.mockito.Mockito.doReturn;
 import static org.mockito.Mockito.mock;
 import static org.mockito.Mockito.never;
+import static org.mockito.Mockito.spy;
 import static org.mockito.Mockito.times;
 import static org.mockito.Mockito.verify;
 
@@ -290,4 +294,16 @@ public void testInvokeImplFail() {
         verify(rpcHookMock).doBeforeRequest(anyString(), eq(request));
         verify(rpcHookMock, never()).doAfterResponse(anyString(), eq(request), any());
     }
+
+    @Test
+    public void testIsAddressReachableFail() throws NoSuchFieldException, IllegalAccessException {
+        Bootstrap bootstrap = spy(Bootstrap.class);
+        Field field = NettyRemotingClient.class.getDeclaredField("bootstrap");
+        field.setAccessible(true);
+        field.set(remotingClient, bootstrap);
+        assertThat(remotingClient.isAddressReachable("0.0.0.0:8080")).isFalse();
+        verify(bootstrap).connect(eq("0.0.0.0"), eq(8080));
+        assertThat(remotingClient.isAddressReachable("[fe80::]:8080")).isFalse();
+        verify(bootstrap).connect(eq("[fe80::]"), eq(8080));
+    }
 }