You can create a boolean field and check it inside run:
public class Task implements Runnable {
private volatile boolean isRunning = true;
public void run() {
while (isRunning) {
//do work
}
}
public void kill() {
isRunning = false;
}
}
To stop it just call
task.kill();
This should work.