Network structures and systems: IV. Parallel processing of continuous monitoring results

Authors

DOI:

https://doi.org/10.20535/SRIT.2308-8893.2019.2.09

Keywords:

network system, hierarchy, continuous monitoring, interactive evaluation, parallelization, computer environment, speed up of computations

Abstract

The procedure for interactive evaluation of complex hierarchical network system components is formalized. Appropriate algorithmic constructions are proposed for an effective implementation of this procedure on multi-core computers and clusters. These constructions determine the prospect of parallelization and take into account the limited possibilities of computing resources. Estimates of complexity and speed up of parallel computations, which confirm the high efficiency of proposed constructions, are given. The obtained results can be used by means of modern software for real-time evaluation of many complex systems, the state and behavior of which constantly change over time, in particular transport systems, energy and life support systems, banking and trade networks, ecosystems of separate regions, etc.

Author Biographies

O. D. Polishchuk, Pidstryhach Institute for Applied Problems of Mechanics and Mathematics of the National Academy of Sciences of Ukraine, Lviv

Olexandr Dmitrovych Polishchuk,

Candidate of Sciences (Ph.D.), a Senior Researcher at the Laboratory of Modeling and Optimization of Complex Systems of Pidstryhach Institute for Applied Problems of Mechanics and Mathematics of the National Academy of Sciences of Ukraine, Lviv, Ukraine.

M. S. Yadzhak, Pidstryhach Institute for Applied Problems of Mechanics and Mathematics of the National Academy of Sciences of Ukraine, Lviv

Mykhailo Stepanovych Yadzhak,

senior researcher, Doctor of Sciences (Physics and Mathematics), the Head of the Laboratory of Modeling and Optimization of Complex Systems of Pidstryhach Institute for Applied Problems of Mechanics and Mathematics of the National Academy of Sciences of Ukraine, Lviv, Ukraine.

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Published

2019-06-25

Issue

No. 2 (2019)

Section

Mathematical methods, models, problems and technologies for complex systems research

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