Supercomputing-based cybersecurity event analytical processing system: construction conception

Igor Kotenko, I. Saenko, V. P. Kochin
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Abstract

The growth in the volume of collected data on cybersecurity events and the development of methods and tools for their reliable storage leads to an increase in the relevance of developing new methods and algorithms for analyzing large and ultra-large data sets of this class. The paper examines the concept of building the supercomputing-based cybersecurity event analytical processing system, produced in the interests of state assessment, decision support and investigation of computer incidents in critical infrastructures. Approaches to the application of supercomputing to large cybersecurity data processing have been analyzed. The architecture of a system for analytical processing of heterogeneous cybersecurity event data based on supercomputing has been proposed and discussed.
基于超级计算的网络安全事件分析处理系统:构建构想
收集的网络安全事件数据量的增长以及可靠存储方法和工具的发展,导致开发用于分析此类大型和超大型数据集的新方法和算法的相关性增加。本文探讨了构建基于超级计算的网络安全事件分析处理系统的概念,该系统的产生是为了对关键基础设施中的计算机事件进行国家评估、决策支持和调查。分析了超级计算在大型网络安全数据处理中的应用途径。提出并讨论了基于超级计算的异构网络安全事件数据分析处理系统的体系结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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