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Laboratory for Analysis and Processing of Big Data

Найзабаева

The purpose of the laboratory is to study scientific methods for analyzing and processing large data, to improve and apply methods for searching and extracting new knowledge and patterns that are unavailable before processing and analyzing traditional algorithms.

The main areas of research: Data Mining methods; Mixing and data integration; Application of machine learning; Predictive analytics; Simulation simulation; Spatial analysis; Visualization of analytical data.

There are studies on the following topics:

• Design, operation and development of software for high-performance computing systems, computing clusters and supercomputers.

• Development of a corporate database for the integrated information structure of specialized systems (ecological system and so on).

• Application of machine learning elements in designing an information system for selecting recommendations for clients.

• Development of a multi-agent grid of the Agent-GRID system with dynamic balancing of cluster nodes.

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Publications

Найзабаева Л.К., Нуржанов Ч.А., Мукимбеков М.Ж.  Математические методы моделирования в экологической биотехнологии // Доклады Национальной Академии Наук Республики Казахстан, 2016-1, ISSN 2224-5227, Volume 1, Number 305 (2016), pp.70-82.

Найзабаева Л., Тлеубердиева Г. Метод Монте-Карло для имитационного моделирования процесса обработки заявок с использованием службы поддержки Service Desk. «Вестник Национальной Академии наук РК» № 359 (часть 1), 2016. – C. 32-39.

Найзабаева Л.К., Нарынбаев Е.М., Қалдашбеков Е.Е., Кылышбаев Н.А.  Ақпараттық  ағымдарды  банктік салада басқару және модельдеу // Materials of the international scientific-practical conference "Integration Of The Scientific Community To The Global Challenges Of Our Time",  Sharm el-Sheikh (Arab Republic of Egypt), March 23-25, 2016, pp. 143-147.

Найзабаева Л.К., Қаратабанова Ф.Ғ., Нурмашева Т.Б., Сарсенбаев Б.Т. Ақпараттық  технология  қызметінде логистикалық деңгей бойынша келісім қалыптастыру // Materials of the international scientific-practical conference "Integration Of The Scientific Community To The Global Challenges Of Our Time", Sharm el-Sheikh (Arab Republic of Egypt), March 23-25, 2016, pp.132-137.

Уткелбаев Д.А., Оразбеков Ж.Н., Туркен Г. Корпоративті мәліметтер  қорын  басқарудың клиент-серверлік  ақпараттық жүйесі // Materials of the international scientific-practical conference "Integration Of The Scientific Community To The Global Challenges Of Our Time", Sharm el-Sheikh (Arab Republic of Egypt), March 23-25, 2016, pp.147-153.

Naizabayeva L., Nurzhanov Ch., Orazbekov J., Tleuberdiyeva G. Corporate environmental information system data storage development and management. Central European Journal Open Computer Science, 2016; Online ISSN 2299-1093 (Thomson Reuters).