diff --git a/Dockerfile b/Dockerfile
index 818a106a9f..51e35f0a67 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -42,3 +42,16 @@ COPY integration-tests/conf/.htpasswd \
 COPY . /pulsar/pulsar-client-go
 
 ENV PULSAR_EXTRA_OPTS="-Dpulsar.auth.basic.conf=/pulsar/conf/.htpasswd"
+
+WORKDIR /pulsar/pulsar-client-go
+
+ENV GOPATH=/pulsar/go
+ENV GOCACHE=/tmp/go-cache
+
+# Install dependencies
+RUN go mod download
+
+# Basic compilation
+RUN go build ./pulsar
+RUN go build ./pulsaradmin
+RUN go build -o bin/pulsar-perf ./perf
diff --git a/Makefile b/Makefile
index 62e44166cc..df4d539d49 100644
--- a/Makefile
+++ b/Makefile
@@ -44,9 +44,17 @@ container:
 	  --build-arg PULSAR_IMAGE="${PULSAR_IMAGE}" \
 	  --build-arg ARCH="${CONTAINER_ARCH}" .
 
-test: container
+test: container test_standalone test_clustered
+
+test_standalone: container
 	docker run -i ${IMAGE_NAME} bash -c "cd /pulsar/pulsar-client-go && ./scripts/run-ci.sh"
 
+test_clustered: container
+	PULSAR_VERSION=${PULSAR_VERSION} docker compose -f integration-tests/clustered/docker-compose.yml up -d || true
+	until curl http://localhost:8080/metrics > /dev/null 2>&1; do sleep 1; done
+	docker run --network "clustered_pulsar" -i ${IMAGE_NAME} bash -c "cd /pulsar/pulsar-client-go && ./scripts/run-ci-clustered.sh"
+	PULSAR_VERSION=${PULSAR_VERSION} docker compose -f integration-tests/clustered/docker-compose.yml down
+
 clean:
 	docker rmi --force $(IMAGE_NAME) || true
 	rm bin/*
diff --git a/integration-tests/clustered/docker-compose.yml b/integration-tests/clustered/docker-compose.yml
new file mode 100644
index 0000000000..cce8edddad
--- /dev/null
+++ b/integration-tests/clustered/docker-compose.yml
@@ -0,0 +1,167 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+version: '3'
+networks:
+  pulsar:
+    driver: bridge
+services:
+  # Start ZooKeeper
+  zookeeper:
+    image: apachepulsar/pulsar:${PULSAR_VERSION}
+    container_name: zookeeper
+    restart: on-failure
+    networks:
+      - pulsar
+    environment:
+      - metadataStoreUrl=zk:zookeeper:2181
+      - PULSAR_MEM=-Xms128m -Xmx128m -XX:MaxDirectMemorySize=56m
+    command: >
+      bash -c "bin/apply-config-from-env.py conf/zookeeper.conf && \
+             bin/generate-zookeeper-config.sh conf/zookeeper.conf && \
+             exec bin/pulsar zookeeper"
+    healthcheck:
+      test: ["CMD", "bin/pulsar-zookeeper-ruok.sh"]
+      interval: 10s
+      timeout: 5s
+      retries: 30
+
+  # Initialize cluster metadata
+  pulsar-init:
+    container_name: pulsar-init
+    hostname: pulsar-init
+    image: apachepulsar/pulsar:${PULSAR_VERSION}
+    networks:
+      - pulsar
+    environment:
+      - PULSAR_MEM=-Xms128m -Xmx128m -XX:MaxDirectMemorySize=56m
+    command: >
+      bin/pulsar initialize-cluster-metadata \
+               --cluster cluster-a \
+               --zookeeper zookeeper:2181 \
+               --configuration-store zookeeper:2181 \
+               --web-service-url http://broker-1:8080 \
+               --broker-service-url pulsar://broker-1:6650
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+
+  # Start bookie
+  bookie:
+    image: apachepulsar/pulsar:${PULSAR_VERSION}
+    container_name: bookie
+    restart: on-failure
+    networks:
+      - pulsar
+    environment:
+      - clusterName=cluster-a
+      - zkServers=zookeeper:2181
+      - metadataServiceUri=metadata-store:zk:zookeeper:2181
+      - advertisedAddress=bookie
+      - BOOKIE_MEM=-Xms128m -Xmx128m -XX:MaxDirectMemorySize=56m
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+      pulsar-init:
+        condition: service_completed_successfully
+    command: bash -c "bin/apply-config-from-env.py conf/bookkeeper.conf && exec bin/pulsar bookie"
+
+  proxy:
+    image: apachepulsar/pulsar:${PULSAR_VERSION}
+    container_name: proxy
+    hostname: proxy
+    restart: on-failure
+    networks:
+      - pulsar
+    environment:
+      - metadataStoreUrl=zk:zookeeper:2181
+      - zookeeperServers=zookeeper:2181
+      - clusterName=cluster-a
+      - PULSAR_MEM=-Xms128m -Xmx128m -XX:MaxDirectMemorySize=56m
+    ports:
+      - "8080:8080"
+      - "6650:6650"
+    depends_on:
+      broker-1:
+        condition: service_healthy
+      broker-2:
+        condition: service_healthy
+    command: bash -c "bin/apply-config-from-env.py conf/proxy.conf && exec bin/pulsar proxy"
+
+  # Start broker 1
+  broker-1:
+    image: apachepulsar/pulsar:${PULSAR_VERSION}
+    container_name: broker-1
+    hostname: broker-1
+    restart: on-failure
+    networks:
+      - pulsar
+    environment:
+      - metadataStoreUrl=zk:zookeeper:2181
+      - zookeeperServers=zookeeper:2181
+      - clusterName=cluster-a
+      - managedLedgerDefaultEnsembleSize=1
+      - managedLedgerDefaultWriteQuorum=1
+      - managedLedgerDefaultAckQuorum=1
+      - advertisedAddress=broker-1
+      - internalListenerName=internal
+      - advertisedListeners=internal:pulsar://broker-1:6650
+      - PULSAR_MEM=-Xms256m -Xmx256m -XX:MaxDirectMemorySize=56m
+      - PULSAR_PREFIX_defaultNumberOfNamespaceBundles=1
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+      bookie:
+        condition: service_started
+    command: bash -c "bin/apply-config-from-env.py conf/broker.conf && exec bin/pulsar broker"
+    healthcheck:
+      test: ["CMD-SHELL", "curl -f http://localhost:8080/metrics || exit 1"]
+      interval: 10s
+      timeout: 5s
+      retries: 30
+
+  # Start broker 2
+  broker-2:
+    image: apachepulsar/pulsar:${PULSAR_VERSION}
+    container_name: broker-2
+    hostname: broker-2
+    restart: on-failure
+    networks:
+      - pulsar
+    environment:
+      - metadataStoreUrl=zk:zookeeper:2181
+      - zookeeperServers=zookeeper:2181
+      - clusterName=cluster-a
+      - managedLedgerDefaultEnsembleSize=1
+      - managedLedgerDefaultWriteQuorum=1
+      - managedLedgerDefaultAckQuorum=1
+      - advertisedAddress=broker-2
+      - internalListenerName=internal
+      - advertisedListeners=internal:pulsar://broker-2:6650
+      - PULSAR_MEM=-Xms256m -Xmx256m -XX:MaxDirectMemorySize=56m
+      - PULSAR_PREFIX_defaultNumberOfNamespaceBundles=1
+    depends_on:
+      zookeeper:
+        condition: service_healthy
+      bookie:
+        condition: service_started
+    command: bash -c "bin/apply-config-from-env.py conf/broker.conf && exec bin/pulsar broker"
+    healthcheck:
+      test: ["CMD-SHELL", "curl -f http://localhost:8080/metrics || exit 1"]
+      interval: 10s
+      timeout: 5s
+      retries: 30
diff --git a/pulsar/client_impl_clustered_test.go b/pulsar/client_impl_clustered_test.go
new file mode 100644
index 0000000000..e572c7741c
--- /dev/null
+++ b/pulsar/client_impl_clustered_test.go
@@ -0,0 +1,89 @@
+//go:build clustered
+
+// 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 pulsar
+
+import (
+	"context"
+	"fmt"
+	"testing"
+
+	"github.com/stretchr/testify/suite"
+)
+
+type clientClusteredTestSuite struct {
+	suite.Suite
+}
+
+func TestClientClusteredTestSuite(t *testing.T) {
+	suite.Run(t, new(clientClusteredTestSuite))
+}
+
+func (suite *clientClusteredTestSuite) TestRetryWithMultipleHosts() {
+	req := suite.Require()
+	// Multi hosts included an unreached port and the actual port for verify retry logic
+	client, err := NewClient(ClientOptions{
+		URL: "pulsar://broker-1:6600,broker-1:6650",
+	})
+	req.NoError(err)
+	defer client.Close()
+
+	topic := "persistent://public/default/retry-multiple-hosts-" + generateRandomName()
+
+	producer, err := client.CreateProducer(ProducerOptions{
+		Topic: topic,
+	})
+	req.NoError(err)
+	defer producer.Close()
+
+	ctx := context.Background()
+	var msgIDs [][]byte
+
+	for i := 0; i < 10; i++ {
+		if msgID, err := producer.Send(ctx, &ProducerMessage{
+			Payload: []byte(fmt.Sprintf("hello-%d", i)),
+		}); err != nil {
+			req.NoError(err)
+		} else {
+			req.NotNil(msgID)
+			msgIDs = append(msgIDs, msgID.Serialize())
+		}
+	}
+
+	req.Equal(10, len(msgIDs))
+
+	consumer, err := client.Subscribe(ConsumerOptions{
+		Topic:                       topic,
+		SubscriptionName:            "retry-multi-hosts-sub",
+		Type:                        Shared,
+		SubscriptionInitialPosition: SubscriptionPositionEarliest,
+	})
+	req.NoError(err)
+	defer consumer.Close()
+
+	for i := 0; i < 10; i++ {
+		msg, err := consumer.Receive(context.Background())
+		req.NoError(err)
+		req.Contains(msgIDs, msg.ID().Serialize())
+		consumer.Ack(msg)
+	}
+
+	err = consumer.Unsubscribe()
+	req.NoError(err)
+}
diff --git a/pulsar/client_impl_test.go b/pulsar/client_impl_test.go
index 78dc1cae68..5b6b8f1ff3 100644
--- a/pulsar/client_impl_test.go
+++ b/pulsar/client_impl_test.go
@@ -570,61 +570,6 @@ func anonymousNamespacePolicy() map[string]interface{} {
 	}
 }
 
-func TestRetryWithMultipleHosts(t *testing.T) {
-	// Multi hosts included an unreached port and the actual port for verify retry logic
-	client, err := NewClient(ClientOptions{
-		URL: "pulsar://localhost:6600,localhost:6650",
-	})
-
-	assert.Nil(t, err)
-	defer client.Close()
-
-	topic := "persistent://public/default/retry-multiple-hosts-" + generateRandomName()
-
-	producer, err := client.CreateProducer(ProducerOptions{
-		Topic: topic,
-	})
-
-	assert.Nil(t, err)
-	defer producer.Close()
-
-	ctx := context.Background()
-	var msgIDs [][]byte
-
-	for i := 0; i < 10; i++ {
-		if msgID, err := producer.Send(ctx, &ProducerMessage{
-			Payload: []byte(fmt.Sprintf("hello-%d", i)),
-		}); err != nil {
-			assert.Nil(t, err)
-		} else {
-			assert.NotNil(t, msgID)
-			msgIDs = append(msgIDs, msgID.Serialize())
-		}
-	}
-
-	assert.Equal(t, 10, len(msgIDs))
-
-	consumer, err := client.Subscribe(ConsumerOptions{
-		Topic:                       topic,
-		SubscriptionName:            "retry-multi-hosts-sub",
-		Type:                        Shared,
-		SubscriptionInitialPosition: SubscriptionPositionEarliest,
-	})
-	assert.Nil(t, err)
-	defer consumer.Close()
-
-	for i := 0; i < 10; i++ {
-		msg, err := consumer.Receive(context.Background())
-		assert.Nil(t, err)
-		assert.Contains(t, msgIDs, msg.ID().Serialize())
-		consumer.Ack(msg)
-	}
-
-	err = consumer.Unsubscribe()
-	assert.Nil(t, err)
-
-}
-
 func TestHTTPSConnectionCAError(t *testing.T) {
 	client, err := NewClient(ClientOptions{
 		URL:              webServiceURLTLS,
diff --git a/pulsar/internal/connection_pool.go b/pulsar/internal/connection_pool.go
index 6ff7991992..3d718b75d9 100644
--- a/pulsar/internal/connection_pool.go
+++ b/pulsar/internal/connection_pool.go
@@ -79,7 +79,8 @@ func NewConnectionPool(
 }
 
 func (p *connectionPool) GetConnection(logicalAddr *url.URL, physicalAddr *url.URL) (Connection, error) {
-	key := p.getMapKey(logicalAddr)
+	p.log.WithField("logicalAddr", logicalAddr).WithField("physicalAddr", physicalAddr).Debug("Getting pooled connection")
+	key := p.getMapKey(logicalAddr, physicalAddr)
 
 	p.Lock()
 	conn, ok := p.connections[key]
@@ -133,13 +134,13 @@ func (p *connectionPool) Close() {
 	p.Unlock()
 }
 
-func (p *connectionPool) getMapKey(addr *url.URL) string {
+func (p *connectionPool) getMapKey(logicalAddr *url.URL, physicalAddr *url.URL) string {
 	cnt := atomic.AddInt32(&p.roundRobinCnt, 1)
 	if cnt < 0 {
 		cnt = -cnt
 	}
 	idx := cnt % p.maxConnectionsPerHost
-	return fmt.Sprint(addr.Host, '-', idx)
+	return fmt.Sprint(logicalAddr.Host, "-", physicalAddr.Host, "-", idx)
 }
 
 func (p *connectionPool) checkAndCleanIdleConnections(maxIdleTime time.Duration) {
diff --git a/pulsar/reader_clustered_test.go b/pulsar/reader_clustered_test.go
new file mode 100644
index 0000000000..db2dc6f130
--- /dev/null
+++ b/pulsar/reader_clustered_test.go
@@ -0,0 +1,88 @@
+//go:build clustered
+
+// 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 pulsar
+
+import (
+	"context"
+	"fmt"
+	"testing"
+
+	"github.com/stretchr/testify/suite"
+)
+
+type ReaderClusteredTestSuite struct {
+	suite.Suite
+}
+
+func TestReaderClusteredTestSuite(t *testing.T) {
+	suite.Run(t, new(ReaderClusteredTestSuite))
+}
+
+func (suite *ReaderClusteredTestSuite) TestReaderWithMultipleHosts() {
+	req := suite.Require()
+
+	// Multi hosts included an unreached port and the actual port for verify retry logic
+	client, err := NewClient(ClientOptions{
+		URL: "pulsar://broker-1:6600,broker-1:6650",
+	})
+	req.NoError(err)
+	defer client.Close()
+
+	topic := newTopicName()
+	ctx := context.Background()
+
+	// create producer
+	producer, err := client.CreateProducer(ProducerOptions{
+		Topic:           topic,
+		DisableBatching: true,
+	})
+	req.NoError(err)
+	defer producer.Close()
+
+	// send 10 messages
+	for i := 0; i < 10; i++ {
+		msgID, err := producer.Send(ctx, &ProducerMessage{
+			Payload: []byte(fmt.Sprintf("hello-%d", i)),
+		})
+		req.NoError(err)
+		req.NotNil(msgID)
+	}
+
+	// create reader on 5th message (not included)
+	reader, err := client.CreateReader(ReaderOptions{
+		Topic:          topic,
+		StartMessageID: EarliestMessageID(),
+	})
+	req.NoError(err)
+	defer reader.Close()
+
+	i := 0
+	for reader.HasNext() {
+		msg, err := reader.Next(context.Background())
+		req.NoError(err)
+
+		expectMsg := fmt.Sprintf("hello-%d", i)
+		req.Equal([]byte(expectMsg), msg.Payload())
+
+		i++
+	}
+
+	req.Equal(10, i)
+}
diff --git a/pulsar/reader_test.go b/pulsar/reader_test.go
index 78c222dac7..93787d106c 100644
--- a/pulsar/reader_test.go
+++ b/pulsar/reader_test.go
@@ -724,58 +724,6 @@ func TestReaderLatestInclusiveHasNext(t *testing.T) {
 	assert.False(t, reader.HasNext())
 }
 
-func TestReaderWithMultiHosts(t *testing.T) {
-	// Multi hosts included an unreached port and the actual port for verify retry logic
-	client, err := NewClient(ClientOptions{
-		URL: "pulsar://localhost:6600,localhost:6650",
-	})
-
-	assert.Nil(t, err)
-	defer client.Close()
-
-	topic := newTopicName()
-	ctx := context.Background()
-
-	// create producer
-	producer, err := client.CreateProducer(ProducerOptions{
-		Topic:           topic,
-		DisableBatching: true,
-	})
-	assert.Nil(t, err)
-	defer producer.Close()
-
-	// send 10 messages
-	for i := 0; i < 10; i++ {
-		msgID, err := producer.Send(ctx, &ProducerMessage{
-			Payload: []byte(fmt.Sprintf("hello-%d", i)),
-		})
-		assert.NoError(t, err)
-		assert.NotNil(t, msgID)
-	}
-
-	// create reader on 5th message (not included)
-	reader, err := client.CreateReader(ReaderOptions{
-		Topic:          topic,
-		StartMessageID: EarliestMessageID(),
-	})
-
-	assert.Nil(t, err)
-	defer reader.Close()
-
-	i := 0
-	for reader.HasNext() {
-		msg, err := reader.Next(context.Background())
-		assert.NoError(t, err)
-
-		expectMsg := fmt.Sprintf("hello-%d", i)
-		assert.Equal(t, []byte(expectMsg), msg.Payload())
-
-		i++
-	}
-
-	assert.Equal(t, 10, i)
-}
-
 func TestProducerReaderRSAEncryption(t *testing.T) {
 	client, err := NewClient(ClientOptions{
 		URL: lookupURL,
diff --git a/scripts/run-ci-clustered.sh b/scripts/run-ci-clustered.sh
new file mode 100755
index 0000000000..5e4f36fa4c
--- /dev/null
+++ b/scripts/run-ci-clustered.sh
@@ -0,0 +1,23 @@
+#!/bin/bash
+# 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.
+
+set -e -x
+
+go test -race -coverprofile=/tmp/coverage -timeout=5m -tags clustered -v -run 'Test.*ClusteredTestSuite' -v ./pulsar
+go tool cover -html=/tmp/coverage -o coverage.html
+
diff --git a/scripts/run-ci.sh b/scripts/run-ci.sh
index 83246a39f0..e7a6d79ece 100755
--- a/scripts/run-ci.sh
+++ b/scripts/run-ci.sh
@@ -19,16 +19,6 @@
 
 set -e -x
 
-export GOPATH=/pulsar/go
-export GOCACHE=/tmp/go-cache
-
-# Install dependencies
-go mod download
-
-# Basic compilation
-go build ./pulsar
-go build -o bin/pulsar-perf ./perf
-
 scripts/pulsar-test-service-start.sh
 
 go test -race -coverprofile=/tmp/coverage -timeout=20m -v ./...