In response to the problem of fixed time intervals for short-term traffic flow prediction, which fails meet requirements signal control based on cycle signals, this paper proposes an improved long memory-based method periodic volume prediction. The presented in study involves improvements Long Short-Term Memory (iLSTM) and Bidirectional (iBiLSTM) models, leading construction iBiLSTM-iLSTM-NN mo...

For the study of traffic flow, a number of factors for traffic flow is difficult to accurate description variables with specific parameters, but in similar circumstances, traffic flow volume change with approximately in the form of periodic changes, the development of change over time. Therefore, using the method of data fitting the traffic flow is forecast to be a more effective way to. In the...

Original scientific paper Planning of road transport infrastructure is a complex process. One of the major issues is determining the design elements of road infrastructure (road type and number of traffic lanes, cross-sectional profile, etc.). When designing roads, parameters from the international literature are used, containing values derived empirically from local data on traffic flow (mostl...

Traditionally, Internet service providers provide the same level of service (the so-called "best-effort" service) to all kinds of network traffic. For traditional non-real-time Internet traffic such as File Transfer Protocol (FTP) data, the best-effort service has not been a problem. However, the result of today's tremendous growth of Internet not only involves traffic increasing in volume, but...

This paper analyzes two one week long traces of all the interdomain traffic of two very different ISPs. The analysis correlates the received traffic with the BGP routing table of the studied ISPs. We first analyze the topological distribution of the traffic throughout the Internet. Then, we analyze the variability of the interdomain flows by considering their activity and the variability of the...