Information Technologies for Analytical Processing of Large Volumes of Data on Cybersecurity Events Using Supercomputers

Currently, cybersecurity issues for critical infrastructures are complicated by the need to process large amounts of data on security events. This leads to the need to develop an information technology that combines analytical processing of big data on security events with supercomputing. The paper discusses the main provisions of such technology. The general scheme of the developed technology and the architecture of the system realizing it are proposed. The paper presents a high-level and low-level description of the system architecture. Experimental results of evaluation of the developed technology obtained at the supercomputer center “Polytechnik” are presented. These results confirmed the effectiveness of the proposed information technology and demonstrated its high performance.

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Publication Details

Published
2024-09-27
DOI
https://doi.org/10.1109/uralcon62137.2024.10718913
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Information Technologies for Analytical Processing of Large Volumes of Data on Cybersecurity Events Using Supercomputers

Igor Parashchuk, Igor Kotenko, Igor Saenko
Advanced Data Processing Techniques
article

Information Technologies for Analytical Processing of Large Volumes of Data on Cybersecurity Events Using Supercomputers

Igor Parashchuk, Igor Kotenko, Igor Saenko
article en

Abstract

Currently, cybersecurity issues for critical infrastructures are complicated by the need to process large amounts of data on security events. This leads to the need to develop an information technology that combines analytical processing of big data on security events with supercomputing. The paper discusses the main provisions of such technology. The general scheme of the developed technology and the architecture of the system realizing it are proposed. The paper presents a high-level and low-level description of the system architecture. Experimental results of evaluation of the developed technology obtained at the supercomputer center “Polytechnik” are presented. These results confirmed the effectiveness of the proposed information technology and demonstrated its high performance.

Russian Academy of Sciences (RU)
Openalex Percentile: Top 78%
Advanced Data Processing Techniques
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