IJMEMES logo

International Journal of Mathematical, Engineering and Management Sciences

ISSN: 2455-7749 . Open Access


On the Advanced Methodology of Risk-Based System Resilience Analysis

On the Advanced Methodology of Risk-Based System Resilience Analysis

Yuriy V. Kostyuchenko
Scientific Centre for Aerospace Research of the Earth, National Academy of Sciences of Ukraine, Kiev, Ukraine.

DOI https://doi.org/10.33889/IJMEMS.2021.6.1.017

Received on February 07, 2020
  ;
Accepted on April 30, 2020

Abstract

The modern evolution of technological systems from Hierarchical branching structures purposed to centralized transfer and distribution of limited resources to multi-agent interconnected self-organized networks aimed to produce, transport and consumption of resources are considered. The model of multi-agent interconnected self-organized adaptive networking systems is proposed, the network topology is considered, a system functioning model including transient processes is analyzed. A substantial limitation of the traditional reliability paradigm for a novel type of systems is demonstrated. It was assumed, that optimization approaches in the context of “big data” utilization lead to create a quasi-infinite space of non-structured decisions, which can be characterized as “big decisions”. The modified approach based on the “equally defended networked system” paradigm and the corresponding quantitative risk measure is proposed.

Keywords- System reliability, System structure, Topology, Big data, Big decisions, Risk, Equally-defended systems.

Citation

Kostyuchenko, Y. V. (2021). On the Advanced Methodology of Risk-Based System Resilience Analysis. International Journal of Mathematical, Engineering and Management Sciences, 6(1), 268-278. https://doi.org/10.33889/IJMEMS.2021.6.1.017.