This thesis proposes a modular Software Defned Network controller-(Multi-agent SDN
controller). The thesis is in two parts. The frst part makes the proposition and provides the …

Examples of network bandwidth management are provided. A system may access, time
series distribution data including a distribution of data points corresponding to an average …

В последние годы технологии искусственного интеллекта продемонстрировали
значительный успех в решении проблемы анализа и прогнозирования трафика в …

The literature of network traffic analysis has investigated different forecasting methods
applied to traffic engineering in computer and communication networks. Several …

Research advances in network traffic forecasting are continually emerging in the literature.
Although the progress in this field, the quality control of traffic forecasts is commonly …

Active measurements on network paths provide end-to-end network health status in terms of
metrics such as bandwidth, delay, jitter and loss. Hence, they are increasingly being used for …

As the emergence of the Internet of Things (IoT) and the growing number of IoT devices, a
stable connection service has become one of the key factors concerning the Quality of …

Network communication has become a part of everyday life, and the interconnection among
devices and people will increase even more in the future. A new area where this …

The basic goal of computer engineering is the analysis of data. Such data are often large
data sets distributed according to various distribution models. In this manuscript we focus on …

Many kinds of services have been provided through networks. Traffic from such services
should be accommodated so as to satisfy the requirements which depend on services. One …