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TECHNIQUES FOR IMPROVING PERFORMANCE OF THE SMALL INFORMATION SYSTEMS THROUGH OPTIMAL RESTRUCTURING DATA BASED ON MULTIMODAL DISTRIBUTIONS ATTRIBUTES

https://doi.org/10.25205/1818-7900-2018-16-2-19-30

Abstract

A systematic approach to increasing the productivity of small information systems is considered at the expense of optimal restructuring of tabular data structures. The authors formulated the task of optimizing the number of data blocks that are needed to query the group to read the information offered to the target function, and structural constraints. The impossibility of using crude methods of searching for the optimal solution is analyzed. The technique of multimodal attribute distribution is proposed depending on their frequency of occurrence in the query group. The experiment confirming the effectiveness of the developed methodology for small information systems.

About the Authors

I. V. Belchenko
Kuban State Technological University
Russian Federation


R. A. Diyachenko
Kuban State Technological University
Russian Federation


References

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For citations:


Belchenko I.V., Diyachenko R.A. TECHNIQUES FOR IMPROVING PERFORMANCE OF THE SMALL INFORMATION SYSTEMS THROUGH OPTIMAL RESTRUCTURING DATA BASED ON MULTIMODAL DISTRIBUTIONS ATTRIBUTES. Vestnik NSU. Series: Information Technologies. 2018;16(2):19-30. (In Russ.) https://doi.org/10.25205/1818-7900-2018-16-2-19-30

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ISSN 1818-7900 (Print)
ISSN 2410-0420 (Online)