Abstract:

The report is devoted to research on the development and improvement of methods, models, and software systems for Big Data analytics for solving scientific problems using distributed processing approaches. Presented an approach to improve the reliability of data analysis using Monte Carlo modeling. Using Big Data technologies to monitor the global computing environment and conduct socio-economic research (monitoring the labour market at the scale of the country) are considered.