Work place: Igor Sikorsky Kyiv Polytechnic Institute, National Technical University of Ukraine, 37 Prosp. Peremohy, Kyiv, Ukraine
E-mail: nikitin.valerii@lll.kpi.ua
Website:
Research Interests: Computer Vision
Biography
Valerii Nikitin holds a PhD in Information Systems from the National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute,” where his research focused on improving data consistency in distributed systems. His work spans computer vision, deep learning, UAV detection, robotics, and IoT. He develops algorithms for image analysis and object tracking using both classical methods and modern architectures. As a researcher and lecturer, he teaches courses in computer vision, robotics, and networks, integrating his research into academic programs and supervising applied student projects.
By Nikitin Valerii Krylov Ievgen Anikin Volodymyr
DOI: https://doi.org/10.5815/ijitcs.2025.04.03, Pub. Date: 8 Aug. 2025
The article is devoted to special methods for distributed databases that allow to accelerate data reconciliation in information systems, such as IoT, heterogeneous multi-computer systems, analytical administrative management systems, financial systems, scientific management systems, etc. A method for ensuring data consistency using a transaction clock is proposed and the results of experimental research for the developed prototype of a financial system are demonstrated. The transaction clock receives transactions from client applications and stores them in appropriate queues. The queues are processed based on the transaction priority. The highest priority queue is processed before the lowest priority queue. This allows you to determine which important data (such as financial transactions) should be processed first. The article justifies the replacement of the Merkle tree with a hashing algorithm and the use of the Bloom spectral filter to improve the Active Anti-Entropy method to accelerate eventual consistency. For its effective use, the filter generation algorithm is modified, which allowed to increase the speed of its generation and maintain a sufficient level of collision resistance.
[...] Read more.Subscribe to receive issue release notifications and newsletters from MECS Press journals