The article presents a novel method of fractal time series classification by meta-algorithms
based on decision trees. The classification objects are fractal time series. For modeling …

The article considers classification task of fractal time series by the meta algorithms based
on decision trees. Binomial multiplicative stochastic cascades are used as input time series …

The paper discusses actual task of ensuring the quality of services in information networks
with fractal traffic. The generalized approach to traffic management and quality of service …

The paper proposes a solution an actual scientific problem related to load balancing and
efficient utilization of resources of the distributed system. The proposed method is based on …

The article considers classification task of model fractal time series by the methods of
machine learning. To classify the series, it is proposed to use the meta algorithms based on …

The work presents results of a numerical study of fractal characteristics of multifractal stream
at addition of stream, which does not have multifractal properties. They showed that the …

In this paper, we consider the problem of intrusion detection in computer networks by the
realizations of network traffic. To solve this problem, time series analysis methods, fractal …

The load-balancing system, built on the basis of a subsystem load balancer and subsystem
control and monitoring that closely interact with each other was propose in work. This system …

The method of calculating distributed system imbalance based on the calculation of node
system load was proposed in the work. Calculation of node system load is carried out by …

Method for calculating routing cost of MPLS network is presented in the work. This method
allows to minimize routing cost, taking into account traffic fractal properties, choice of traffic …