How to configure distributed Topic or Queue using Apache MQ with JNDI properties and also embeded MQ in applicaiton server - apache

Question

We are moving from weblogic jms to activemq. We put all the activemq required jar files into our application classpath and created one properties file which contains activemq url and connectionfactory details like below:
java.naming.factory.initial = org.apache.activemq.jndi.ActiveMQInitialContextFactory
java.naming.provider.url=tcp://localhost:61616
connectionFactoryNames=TestTopicConnectionFactory
topic.mq/TestTopic=TestTopic
During server startup we are loading this properties file as below and starting the MQ broker srevice.
public TestServlet extends HttpServlet {
private MQStartup mqStartup = null;
#Override
public void init(ServletConfig config)
throws ServletException {
super.init(config);
mqStartup = new MQStartup();
mqStartup.startBrokerService();
}
}
public class MQStartup {
private final String bindAddress;
private BrokerService broker = new BrokerService();
public MQStartup(){
MQContext context = new MQContext();
context.loadJndiProperties();
bindAddress = ActiveMQContext.getProperty("java.naming.provider.url");
}
public void startBrokerService() {
broker.addConnector(bindAddress);
broker.start();
}
public void stopBrokerService() {
try {
broker.stop();
}catch (Exception e) {
logger.error("Unable to stop the MQ Broker service " +e);
}
}
}
public class MQContext {
private static final Object singletonLock = new Object();
static Context context = null;
static Properties properties = null;
private boolean loaded = false;
public void loadJndiProperties() {
try {
if (!loaded) {
synchronized (singletonLock) {
URL url = getClass().getClassLoader().getResource("jda-activemq-jndi.properties");
properties = new Properties();
properties.load(url.openStream());
context = new InitialContext(properties);
loaded = true;
}
}
} catch (IOException | NamingException ie) {
logger.error("Failed to load apachemq jndi", ie);
}
}
public static Context getContext() {
return context;
}
public static Properties getProperties() {
return properties;
}
public static String getProperty(String propertyName) {
return properties.getProperty(propertyName);
}
}
In implementation class for producing message we are getting the mq connectionfactory lile below:
TopicConnectionFactory factory = (TopicConnectionFactory) MQContext.getContext().lookup("<topicFactoryName>");
this.topicConnection = factory.createTopicConnection();
this.topicConnection.start();
and then creating topic session and using publisher.publish("message");
But the problem here is we have 3 application instance in cluster and for these 3 instance we have 3 embeded activemq broker service.
When I am producing one message and sending in instance1(suppose webserver is hitting instance1) this message is not consumed by other2 instance.
I googled there is some networkconnector configuration can be helped. But the problem is we are using JNDI and MQ is not a separate installation.
Is there any way to do this with embeded MQ and with JNDI.
Note: In weblogic we have UniformDistributedTopic type of topic which helps to achive the above but in MQ it seems we don't have this kind of topic type.