Search Results - "Beshley, Halyna"

End-to-End QoS "Smart Queue" Management Algorithms and Traffic Prioritization Mechanisms for Narrow-Band Internet of Things Services in 4G/5G Networks by Beshley, Mykola, Kryvinska, Natalia, Seliuchenko, Marian, Beshley, Halyna, Shakshuki, Elhadi M, Yasar, Ansar-Ul-Haque

“…This paper proposes a modified architecture of the Long-Term Evolution (LTE) mobile network to provide services for the Internet of Things (IoT). This is…”
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A Software Deep Packet Inspection System for Network Traffic Analysis and Anomaly Detection by Song, Wenguang, Beshley, Mykola, Przystupa, Krzysztof, Beshley, Halyna, Kochan, Orest, Pryslupskyi, Andrii, Pieniak, Daniel, Su, Jun

“…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…”
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Energy-Efficient QoE-Driven Radio Resource Management Method for 5G and Beyond Networks by Beshley, Mykola, Kryvinska, Natalia, Beshley, Halyna

“…Energy-efficient Radio Resource Management (RRM) for 5G and beyond networks has become a key research challenge due to increasing Small Cells (SCs) densities…”
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A Self-Optimizing Technique Based on Vertical Handover for Load Balancing in Heterogeneous Wireless Networks Using Big Data Analytics by Beshley, Mykola, Kryvinska, Natalia, Yaremko, Oleg, Beshley, Halyna

“…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…”
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Modified Masking-Based Federated Singular Value Decomposition Method for Fast Anomaly Detection in Smart Grid Systems by Yiming, Zhang, Fang, Xie, Hordiichuk-Bublivska, Olena, Beshley, Halyna, Beshley, Mykola

“…The digitalization of production in smart grids entails challenges related to data collection, coordination, privacy protection, and anomaly detection. Machine…”
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Distributed Singular Value Decomposition Method for Fast Data Processing in Recommendation Systems by Przystupa, Krzysztof, Beshley, Mykola, Hordiichuk-Bublivska, Olena, Kyryk, Marian, Beshley, Halyna, Pyrih, Julia, Selech, Jarosław

“…The problem of analyzing a big amount of user data to determine their preferences and, based on these data, to provide recommendations on new products is…”
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Improving the Efficiency of Information Flow Routing in Wireless Self-Organizing Networks Based on Natural Computing by Przystupa, Krzysztof, Pyrih, Julia, Beshley, Mykola, Klymash, Mykhailo, Branytskyy, Andriy, Beshley, Halyna, Pieniak, Daniel, Gauda, Konrad

“…With the constant growth of requirements to the quality of infocommunication services, special attention is paid to the management of information transfer in…”
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Customer-Oriented Quality of Service Management Method for the Future Intent-Based Networking by Beshley, Mykola, Veselý, Peter, Pryslupskyi, Andrii, Beshley, Halyna, Kyryk, Marian, Romanchuk, Vasyl, Kahalo, Ihor

“…The rapid development and spread of communication technologies is now becoming a global information revolution. Customers have a need for communication…”
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Quality of service management method in а heterogeneous wireless network using Big Data technology аnd mobile QoE application by Beshley, Mykola, Kryvinska, Natalia, Beshley, Halyna

“…Today, with the increasing number of business users and their changing Quality of Service (QoS) requirements, there is a problem for mobile network operators…”
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Traffic engineering and QoS/QoE supporting techniques for emerging service-oriented software-defined network by Beshley, Mykola, Kryvinska, Natalia, Beshley, Halyna, Panchenko, Oleksiy, Medvetskyi, Mykhailo

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5G multi-tier radio access network planning based on voronoi diagram by Su, Jun, Beshley, Mykola, Przystupa, Krzysztof, Kochan, Orest, Rusyn, Bohdan, Stanisławski, Rafał, Yaremko, Oleg, Majka, Michał, Beshley, Halyna, Demydov, Ivan, Pyrih, Julia, Kahalo, Ihor

“…•Polarimetric Synthetic Aperture Radar (POLSAR) is a radar system with multi-channel and multi-parameter characteristics.•Polarization SAR image classification…”
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AI-Based IoT System for Temperature Forecasting by Beshley, Mykola, Shkoropad, Yurii, Smettan, Jurgen, Kochan, Orest, Beshley, Halyna

“…Server rooms are critical elements of the IT infrastructure in many industries, and the stability and performance of servers directly depend on maintaining…”
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QoE-Aware Fusion Technique of Multi-Path Video Transmission and Multi-Connection for Software-Defined 5G/6G Networks by Mingming, Zhao, Medvetskyi, Mykhailo, Beshley, Mykola, Beshley, Halyna

“…In today's fast-paced world, where the need for mobility and high throughput is growing, the integration of software-defined networking (SDN) into 5G and…”
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The Technique of Modelling and Statistical Analysis of Energy Consumption in 5G Multi-Tier Radio Access Networks by Kochan, Orest, Beshley, Mykola, Beshley, Halyna, Levkiv, Mariana

“…This paper notes that 5G networks, especially those with dense small cell deployment, suffer from high energy losses under low load conditions. The main reason…”
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SDN/Cloud Solutions for Intent-Based Networking by Beshley, Mykola, Pryslupskyi, Andrii, Panchenko, Oleksiy, Beshley, Halyna

“…The approach of SDN and NFV integration in cloud environment for Intent-Based Networking has been proposed. The method to provide the required QoS level is…”
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Smartphone Visual Assistance System with AI-Based Depth Estimation and Embedded/Cloud Voice Controls by Pastukh, Volodymyr, Beshley, Mykola, Chopyk, Pavlo, Beshley, Halyna, Ivanochko, Iryna, Gregus, Michal

“…This paper presents an advanced smartphone visual assistance system that effectively utilizes artificial intelligence (AI) to fast image depth estimation and…”
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QoS-Driven Auto-Scaling Docker Containers Testbed with Dynamic Weighted Load Balancing by Huang, Fangting, Beshley, Mykola, Seliuchenko, Marian, Kochan, Orest, Beshley, Halyna, Bodnar, Serhii

“…In the last decade, containerization technologies have ushered in a new era in the development, deployment, and management of applications. They have become…”
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Method of Information Flows Engineering and Resource Distribution in 4G/5G Heterogeneous Network for M2M Service Provisioning by Beshley, Halyna, Kyryk, Maryan, Beshley, Mykola, Panchenko, Oleksiy

“…In this paper we have enhanced the architecture of 4G mobile network through adding a gateway responsible for ensuring end-to-end quality of service (E2E QoS)…”
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Algorithm for clusterization, aggregation and prioritization of M2M devices in heterogeneous 4G/5G network by Klymash, Mykhailo, Beshley, Halyna, Seliuchenko, Marian, Beshley, Mykola

“…In this paper we propose algorithm for clustering, aggregation and classification of M2M devices in future 4G/5G networks. The proposed algorithm ensures more…”
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Method of centralized resource allocation in virtualized small cells network with IoT overlay by Beshley, Halyna, Beshley, Mykola, Maksymyuk, Taras, Strykhalyuk, Ihor

“…In this paper, the centralized dynamic resources allocation method for LTE networks is proposed. This method provides dynamic resource allocation according to…”
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