A software deep packet inspection system for network traffic analysis and anomaly detection

W Song, M Beshley, K Przystupa, H Beshley, O Kochan… - Sensors, 2020 - mdpi.com
In this paper, to solve the problem of detecting network anomalies, a method of forming a set
of informative features formalizing the normal and anomalous behavior of the system on the …

Adaptive flow routing model in SDN

M Beshley, M Seliuchenko… - … The Experience of …, 2017 - ieeexplore.ieee.org
In this paper, we propose the model of adaptive routing of heterogeneous traffic with respect
to the current requirements regarding quality of service provisioning. The main idea is to …

A self-optimizing technique based on vertical handover for load balancing in heterogeneous wireless networks using big data analytics

M Beshley, N Kryvinska, O Yaremko, H Beshley - Applied Sciences, 2021 - mdpi.com
With the heterogeneity and collaboration of many wireless operators (2G/3G/4G/5G/Wi-Fi),
the priority is to effectively manage shared radio resources and ensure transparent user …

A quality of experience management method for intent-based software-defined networks

M Medvetskyi, M Beshley… - 2021 IEEE 16th …, 2021 - ieeexplore.ieee.org
The so-called IBN (Intent-based networking) is founded on the well-known SDN (Software-
Defined Network) and represents one of the most important emerging capabilities of network …

Method of centralized resource allocation in virtualized small cells network with IoT overlay

H Beshley, M Beshley, T Maksymyuk… - … on Advanced Trends …, 2018 - ieeexplore.ieee.org
In this paper, the centralized dynamic resources allocation method for LTE networks is
proposed. This method provides dynamic resource allocation according to the users' …

Method for processing multiservice traffic in network node based on adaptive management of buffer resource

V Romanchuk, M Beshley, A Polishuk… - … on Advanced Trends …, 2018 - ieeexplore.ieee.org
In this paper we developed a modified method for management of queues in multiservice
nodes of the network. The developed method allows increasing the efficiency of distribution …

Experimental performance analysis of software-defined network switch and controller

M Beshley, M Seliuchenko… - … on Advanced Trends …, 2018 - ieeexplore.ieee.org
In this paper the performance estimation of SDN switch and controller is considered.
Benchmarking the SDN switch is conducted and proved that non virtualized switch …

Method for optimal use of 4G/5G heterogeneous network resourses under M2M/IoT traffic growth conditions

M Klymash, H Beshley, O Panchenko… - … on information and …, 2017 - ieeexplore.ieee.org
The paper investigates the principles of functioning of wireless communication networks of
the next generation with M2M traffic. In the early stages, the new technology will be …

Algorithm for clusterization, aggregation and prioritization of M2M devices in heterogeneous 4G/5G network

M Klymash, H Beshley, M Seliuchenko… - 2017 4th International …, 2017 - ieeexplore.ieee.org
In this paper we propose algorithm for clustering, aggregation and classification of M2M
devices in future 4G/5G networks. The proposed algorithm ensures more efficient use of the …

Emerging network technologies for digital transformation: 5G/6G, IoT, SDN/IBN, cloud computing, and blockchain

M Beshley, M Klymash, I Scherm, H Beshley… - … on Advanced Trends in …, 2022 - Springer
This chapter is one of the first approaches to systematize knowledge and describe in an
accessible form emerging network technologies that are commonly associated with digital …