Big data processing in complex hierarchical network systems

O Polishchuk, D Polishchuk, M Tyutyunnyk… - arXiv preprint arXiv …, 2016 - arxiv.org
This article covers the problem of processing of Big Data that describe process of complex
networks and network systems operation. It also introduces the notion of hierarchical …

Modeling and Research of Processing Big Data Sets in Distributed Information Systems

M Klymash, O Hordiichuk-Bublivska… - 2020 IEEE 15th …, 2020 - ieeexplore.ieee.org
In this paper the features of the method of singular decomposition of large arrays of
information for distributed systems are investigated. This method allows you to reduce the …

Data control in the diagnostics and forecasting the state of complex technical systems

DS Shibaev, VV Vyuzhuzhanin… - Herald of advanced …, 2019 - irbis-nbuv.gov.ua
Annotation. The analysis of management methods Big Data is carried out. In order to obtain
timely results of analyzing the state of complex technical systems on the basis of the list of …

Supercomputing technologies as drive for development of enterprise information systems and digital economy

OV Loginovsky, AL Shestakov… - … Frontiers and Innovations, 2020 - superfri.org
The article presents an analysis of approaches to the development of enterprise information
systems that are in use today. One of the major trends that predetermines the agenda of …

Influence and betweenness in flow models of complex network systems

O Polishchuk - Data-Centric Business and Applications: ICT Systems …, 2021 - Springer
This paper provides the analysis for functional approaches of complex network systems
research. In order to study the behavior of these systems the flow adjacency matrices were …

Enterprise systems data integration

M Matyoqubov, A Saidov, O Kazakov… - 2020 International …, 2020 - ieeexplore.ieee.org
The paper considers and analyzes the main factors affecting the integration of these systems
in the enterprise. Possible solutions necessary for the tasks of data integration between …

Information technologies of processing Big Industrial Data and decision-making methods

A Kupin, I Muzyka, R Ivchenko - 2018 International Scientific …, 2018 - ieeexplore.ieee.org
The scientific methods aimed at introducing of IT for processing large volumes of data with
distributed infrastructure based on intelligent agents and parallel algorithms are considered …

Advanced technologies of big data research in distributed information systems

N Kunanets, O Vasiuta, N Boiko - 2019 IEEE 14th International …, 2019 - ieeexplore.ieee.org
The big data tendency prospects as well as timeliness of the problem are studied in this
paper. The principles of work with them are addressed. Big data processing technologies …

[引用][C] Big Data Processing in Complex Hierarchical Network Systems II: Computer Environments and Parallelization

O Polishchuk, D Polishchuk, M Tyutyunnyk, M Yadzhak - AASCIT Communications, 2016

[引用][C] Big Data Processing in Complex Hierarchical Network Systems I: Structures and Information Flows

O Polishchuk, D Polishchuk, M Tyutyunnyk, M Yadzhak - AASCIT Communications, 2016