US Patent 11784930 Communication system with auto-routing and load balancing

A network analysis device that is configured to obtain a traffic volume classification that is associated with a plurality of messages and bandwidth information that is associated with a plurality of network devices. The network analysis device is further configured to input the bandwidth information and the traffic volume classification into a machine learning model that outputs routing recommendations based on the bandwidth information and the traffic volume classification. The network analysis device is further configured to generate routing instructions based on the routing recommendations and to reconfigure a routing device based on the routing instructions.