Book ChapterDOI
Data Warhouses of Hybrid Type: Features of Construction
Valentyn Tomashevskyi,Andrii Yatsyshyn,Volodymyr Pasichnyk,Nataliia Kunanets,Antonii Rzheuskyi +4 more
- pp 325-334
TLDR
The conceptual, logical and physical models of distributed storages and inter-level transitions procedures are proposed, and location of data on the nodes, data replication routes are determined by criterion of the minimum total cost of data storage and processing using a modified genetic algorithm.Abstract:
Actual scientific and practical task of creating information technology for construction of distributed data warehouses of hybrid type taking into account the properties of data and statistics of queries to the storage is considered in the article. The analysis of the problem of data warehouses construction taking into account data properties and executable queries is carried out. The conceptual, logical and physical models of distributed storages and inter-level transitions procedures are proposed. Location of data on the nodes, data replication routes are determined by criterion of the minimum total cost of data storage and processing using a modified genetic algorithm.read more
Citations
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Book ChapterDOI
The Intellectual System Development of Distant Competencies Analyzing for IT Recruitment
Antonii Rzheuskyi,Orest Kutyuk,Orysia Voloshyn,Agnieszka Kowalska-Styczeń,Viktor Voloshyn,Lyubomyr Chyrun,Sofiia Chyrun,Dmytro Peleshko,Taras Rak +8 more
TL;DR: Within practical implementation of software tool has been developed whose main goal is an analysis of matrix distant for recruitment in IT sector and basic functionality of the software analysis and test cases for all kinds of users is presented.
The Maple ® Symbolic Mathematics System in the Method of Projections for Discrete Optimization Problems.
TL;DR: The authors have proposed an original approach to solving discrete optimization problems related to fundamental calculation difficulties in the process of an IT project formation and can be applied in using the obtained research result for assuring the possibility to improve the class of problems presented by linear equation systems.
Neuroagent Game Model of Collective Decision Making in Conditions of Uncertainty.
TL;DR: The neuroagent game model of collective decision making in conditions of stochastic uncertainty is proposed, based on artificial neural networks with feedback and learning without a teacher, which achieves one of the points of the collective optimum or equilibrium, depending on the values of the parameters of the chosen method of neuroagents training.
The Use of Modern Information Technology in Medical and Health Institutions of Truskavets Resort.
Mykola Odrekhivskyy,Volodymyr Pasichnyk,Nataliia Kunanets,Antonii Rzheuskyi,Galyna Korz,Danylo Tabachyshyn +5 more
TL;DR: The methods and means of realization of information technology, which helps to increase the efficiency of the processes of rehabilitation in sanatorium-resort establishments, are presented.
An Information System Prototype for Monitoring and Modeling the Spread of Viral Infections
Yaroslav Vyklyuk,Nataliia Kunanets,Volodymyr Pasichnyk,Olena Husak,Oksana Kunanets,Yurii Kryvenchuk +5 more
TL;DR: The paper deals with the construction of an effective temperature screening module, which is based on remote mobile temperature measuring devices, which are installed on unmanned aerial vehicles or installed in the equipment of law enforcement officers (helmets, goggles, etc.).
References
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Performance evaluation of cloud-based log file analysis with Apache Hadoop and Apache Spark
Ilias Mavridis,Helen D. Karatza +1 more
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Image Superresolution via Divergence Matrix and Automatic Detection of Crossover
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Journal ArticleDOI
The Combined Use of the Wiener Polynomial and SVM for Material Classification Task in Medical Implants Production
Proceedings Article
MapReduce performance models for Hadoop 2.x
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