Network Traffic Identification and Classification with Machine Learning
A computer network should consist of four primary objectives: Fault tolerance, Scalability, Security, and Quality of Service (QoS). These objectives make computer networks efficient, reliable, and suitable to satisfy users' requirements. Network administrators try to continuously improve these properties to give a better experience for their customers. There are various practices network admins can implement to achieve these four main objectives related to computer networking. Knowing about the network is one of the initial and basic activities that we can commonly see in those practices. Network monitoring is the process we use to get to know about the network. Network traffic monitoring plays a significant part in computer networking. It has been used from network resources management to network security-related activities. Network monitoring is an umbrella term that is used to combine a few other processes/techniques. Network traffic identification and classification (TIC) is a...