In this work we provide an analysis of Internet of Things concept and the Tactile Internet, as well as trends in traffic served by communication networks, build a real time interactive system between the human and the machine and introduce a new evolution in human-machine (H2M) communication. The most important challenge in realizing Tactile Internet is the latency requirement. In this paper we consider the impact of Internet of Things and tactile internet traffic, formed by monitoring and dispatching control systems or other systems, when the properties of this traffic are described by regular data stream properties. We estimate the impact of this traffic on such key QoS indicators as data delivery delay and probability of loss. As a model of a communication network, we consider a queuing system (QS) with a combined service discipline. © Springer Nature Switzerland AG 2019.