扩展与蚊子经纪人的Mqtt连接

Question

I am trying to establish multiple(100k) mqtt connections to mqtt broker but cannot go beyond 5000 using paho java client.

I got good pointers from another post but running into error as I cross 5000 thread limit. Error: java.lang.OutOfMemoryError: unable to create new native thread

I have a 16gb RAM / 16VCPU ubuntu instance in cloud so resources does not look like an issue here.

Max MQTT connections

My current ulimit is set to below.

ulimit -a
core file size          (blocks, -c) 0
data seg size           (kbytes, -d) unlimited
scheduling priority             (-e) 0
file size               (blocks, -f) unlimited
pending signals                 (-i) 128311
max locked memory       (kbytes, -l) 64
max memory size         (kbytes, -m) unlimited
open files                      (-n) 30000000
pipe size            (512 bytes, -p) 8
POSIX message queues     (bytes, -q) 819200
real-time priority              (-r) 0
stack size              (kbytes, -s) 8192
cpu time               (seconds, -t) unlimited
max user processes              (-u) 200000
virtual memory          (kbytes, -v) unlimited
file locks                      (-x) unlimited

Also, the post talks about adding 21 virtual addresses. On this cloud instance, I have eth0.cfg set to:

----------------------
# The primary network interface
auto eth0
iface eth0 inet dhcp
---------------------------

How to I add virtual IP addresses here ?

Any pointers here would help.

Thanks.

Edit: Here is my thread class code - public class SendMessage extends Thread { public String clientId; public String topicId; public String username; public String password; public String payloadType;

    SendMessage(String topicId,String clientId,String username,String password,String payloadType) {
        this.topicId = topicId;
        this.password = password;
        this.username = username;
        this.clientId = clientId;
        this.payloadType = payloadType;
    }
    SendMessage(String topicId) {
        this.topicId = topicId;
    }
    public void  run()  {


    // Perform the requested action
      try {

    ArrayList<MqttClient> sampleClient = new ArrayList<MqttClient>();
    MqttConnectOptions connOpts = new MqttConnectOptions();
    connOpts.setCleanSession(true);
    connOpts.setPassword(password.toCharArray());
    connOpts.setUserName(username);

    for (int i = 0; i < connectionCountPerThread ; i++) {
    MqttClient newClient = new MqttClient("tcp://" + url, clientId + "_" +i);
                 sampleClient.add(newClient);
                 newClient.connect(connOpts);

             }


            MqttMessage message1;
            int qos = 0;
            MockObservations mo = new MockObservations();
            for (int i = 0 ; i < msgCount ; i++) {
            for (int conn = 0; conn < connectionCountPerThread ; conn++) {

             message1 = new MqttMessage(mo.getSensorReading(payloadType).getBytes());
             message1.setQos(qos);
             sampleClient.get(conn).publish(topicId, message1);

            }

            }
            for (int conn = 0; conn < connectionCountPerThread ; conn++) {
            sampleClient.get(conn).disconnect();
            }

        } catch(MqttException me) {
            System.out.println("reason "+me.getReasonCode());
            System.out.println("msg "+me.getMessage());
            System.out.println("loc "+me.getLocalizedMessage());
            System.out.println("cause "+me.getCause());
            System.out.println("excep "+me);
            me.printStackTrace();
        }
    }
}

Answer 1

You created way too much Threads. Paho uses as far as I know 2 Threads per individual connection. You won't get too far with a "Thread per Connection" model. I believe the only way to create such a load testing tool on your own is by using an NIO approach with Java.

To get higher connections (and very bad latency), you can try to increase the JVM heap size.

This might help you: https://en.wikipedia.org/wiki/C10k_problem