netAI

If you need software to identify the end host applications responsible for traffic flows on your network, you might want to check out netAI. This solution works by computing various payload independent features for a traffic flow and utilizing machine learning techniques, as opposed to identifying based on port numbers or packet payload like some other solutions.

This approach allows for netAI to be able to be trained on a representative set of traffic flows for a particular application, and then used to classify that application with accuracy. It's worth noting that netAI can be utilized both offline (reading packet data from tracefiles) and online (live capturing on network interfaces).

In conclusion, if you're looking for a software solution to help you identify the applications causing network traffic, netAI might be a great option for you.