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Proceedings of ISP RAS, 2023 Volume 35, Issue 5, Pages 81–90 (Mi tisp816)

The open system for storing and processing of a dataset of combinational circuits

D. A. Miachin, V. P. Pugach, S. S. Avdeiuk, V. V. Zunin, A. Yu. Romanov

National Research University Higher School of Economics

Abstract: This paper presents an open-source software for generation, storage, and analysis of combinational circuits. The previously created methods for generating combinational circuits have been optimized, and a dataset has been formed. The generation of combinational circuits is carried out on various devices. The application implements the possibility to combine the generated datasets into a single storage (Synology Drive), as well as analyze the fault tolerance of combinational circuits using various methods for their evaluation. New possible methods for assessing combinational circuits’ reliability using machine learning are proposed.

Keywords: combinational circuits, dataset, reliability, machine learning, client-server application

Language: English

DOI: 10.15514/ISPRAS-2023-35(5)-6



© Steklov Math. Inst. of RAS, 2024