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August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
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Моделирование транспортно-логистических систем и исследование их структурной устойчивости.

Управленческие науки. 2020. Т. 10. № 1. С. 102–111.
Кочкаров А. А., Yatskin D., Кочкаров Р. А.

An important parameter of the transport and logistics task is the structural stability of the system to external influences. In modern literature, the concept of structural stability is defined in its own way for each individual task, as a result of which there are difficulties in applying the developed methods to new problems. The transport and logistics system is described using graph theory tools. The impact on the system is represented by elementary events over the graph, including their superposition. The concept of structural destruction of a graph is used, which implies a partition of the graph into disconnected components. It is required to find the optimal solution to the combined transport and logistics problem - the search for flows and routes. To compare the obtained solutions, an efficiency coefficient is proposed. The impact of structural changes in the problem is assessed using a special coefficient reflecting the change in solution after changes in the graph. A computer simulation of structural destruction on random sets of values was carried out. As a result of a series of experiments, the distribution of a special coefficient for elementary fracture processes was established, an interval of permissible values corresponding to a stable state of the system was proposed. The results can be used at the stage of designing transport and logistics networks.

Language: Russian
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Keywords: графgraphтранспортно-логистическая системаструктурная устойчивостьtransport and logistics systemsпоиск решенияsearch for a solution structural stabilityefficiency ratioкоэффициент устойчивости
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