Real-time big data processing based on a distributed computing mechanism in a single server

A Rashidov, AR Akhatov, FM Nazarov - Stochastic Processes and …, 2023 - igi-global.com
Today, the problem of processing big data in real time is observed not only in unstructured
big data but also in dealing with structured data in databases of small businesses and …

The same size distribution of data based on unsupervised clustering algorithms

A Rashidov, A Akhatov, F Nazarov - The International Conference on …, 2023 - Springer
It is known that dividing data into groups based on certain rules not only helps to separate
meaning from the data but also increases the efficiency of the large-volume data processing …

Optimization of the database structure based on Machine Learning algorithms in case of increased data flow

A Akhatov, A Rashidov, A Renavikar - … Blockchain, Computing and …, 2023 - taylorfrancis.com
Today, the sharp increase in the use of digital devices in the world is the reason for the
creation of a large flow of data in plenty of systems. Due to the large amount of data in these …

Detection and analysis of traffic jams using computer vision technologies

A Akhatov, F Nazarov, B Eshtemirov - … Blockchain, Computing and …, 2023 - taylorfrancis.com
Many expanding cities in develo** countries are faced with traffic congestion problems
due to the overabundance of people and vehicles. Collecting real-time, reliable and …

Intelligent modeling and optimization of processes in the labour market

A Akhatov, M Nurmamatov… - … Blockchain, Computing and …, 2024 - taylorfrancis.com
In this scientific work, an improved approach to the coordination of labor market relations is
proposed and justified. A mathematical model for redistribution of labor force in the labor …

Distribution of data flows in distributed systems using hierarchical clustering

A Rashidov, A Akhatov, I Aminov… - Artificial Intelligence …, 2023 - taylorfrancis.com
Today, big data storing, processing, and analyzing is one of the important tasks facing
representatives of all fields. Currently, there are several approaches to storing and …

Deep learning-based traffic congestion forecasting research

B Eshtemirov, F Nazarov, M Khamidov… - Artificial Intelligence …, 2024 - taylorfrancis.com
The explosive economic development of the world, the rise in urban population, the steady
increase in the number of private cars on the road, the unequal distribution of traffic flow, and …

Intelligent algorithms of digital processing of biomedical images in wavelet methods

H Zaynidinov, L Xuramov… - … , Computing and Security …, 2024 - taylorfrancis.com
To date, the use of computer vision in biomedicine with the use of artificial intelligent
systems, which in turn receive information from images, and then give out new knowledge …

Development of algorithms for predictive evaluation of investment projects based on machine learning

NF Makhmadiyarovich… - … Blockchain, Computing and …, 2023 - taylorfrancis.com
Currently, many organizations are widely using intellectual analysis methods to effectively
use large-scale data for their economic activities. Predictive analytics models help identify …

Effectiveness analysis of blockchain mechanisms using consensus algorithms

M Sabharwal, FM Nazarov… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Recently, along with the development of information technology, blockchain technology has
been develo** all over the world. On the basis of blockchain technology, it will be possible …