It's possible since AA 3.0. Read this thread.
@Override
protected void onStop() {
super.onStop();
boolean mayInterruptIfRunning = true;
BackgroundExecutor.cancelAll("longtask", mayInterruptIfRunning);
}
@Background(id="longtask")
public void doSomethingLong() {
// ...
}