I copy this picture from "https://www.elastic.co/guide/en/logstash/current/deploying-and-scaling.html", and I can't understand this architecture how to avoid message queue reveiving duplicate data

[parsons-smith]

then, what the difference between this two picture? according to the document, it was said the second one is better.