Rust Language for Supercomputing Applications

A. Bychkov; V. Nikolskiy

doi:10.1007/978-3-030-92864-3_30

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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.

August 24, 2026

Researchers Develop Method for Direct Generation of Regulatory DNA

Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’

August 21, 2026

Social Integration: At the Crossroads of Knowledge and Values

The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

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Rust Language for Supercomputing Applications

P. 391–403.

Bychkov A., Nikolskiy V.

Rust is a promising compiled programming language that has gained in popularity in recent years, as well as support from corporations. It allows one to create efficient code, but it also provides a higher level of security and predictability. In this paper, we study how Rust is currently ready for building supercomputing applications. Performance testing when creating new code, using math libraries, and using multithreading shows that the language is capable of delivering C++-level performance without any special effort. MPI benchmarking on the cluster shows that the technology does work without the overhead.

Language: English

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Keywords: BLAS Rayon Rust language Shared-memory parallelism MPI

In book

Supercomputing: 7th Russian Supercomputing Days, RuSCDays 2021, Moscow, Russia, September 27–28, 2021, Revised Selected Papers

Vol. 1510. , Springer, 2021.

Scaling Up Molecular Hydrodynamics of Non-Laminar Flows with GPU-Aware MPI

Khnkoian G., Galigerov V., Grishichkin Y. et al., , in: Parallel Computational Technologies, 19th International Conference, PCT 2025, Moscow, Russia, April 8–10, 2025, Revised Selected Papers. (CCIS, volume 2891)Vol. 2891.: Springer, 2026. P. 532–545.

This work presents atomic-scale modeling of the perturbed flow of a Lennard-Jones fluid in a quasi-two-dimensional system containing one billion atoms. A statistically stationary flow regime corresponding to a Reynolds number of Re ≈ 1000 has been achieved, the flow structure has been analyzed, and the energy spectrum of velocities has been calculated. The results ...

Added: May 19, 2026