Korporativ muhitda NoSQL ma’lumotlar tuzilmasining tashkiliy ta’minotini baholash (soliq organlari boshqaruv tizimi misolida)
Keywords:
ma’lumotlarni ishlashning yagona kompyuter tizimi (MIYAKT), NoSQL, axborot tizimi, ma’lumotlar tuzilmasi, veb-servis, samaradorlik, modellashtirish, arxitektura, mantiqiy aloqa, integratsiya.Abstract
Abstract. The article presents an analysis of the performance of two NoSQL database structures for storing weakly structured data streams with specified characteristics. For experimental studies, an architecture based on virtual machines was developed that simulates the operation of a data collection web service with a classic three-stage architecture. Experiments have shown that differences in the database structure can affect the reliability and efficiency of the entire information system. The methodology recommended in the experiments can be applied to other software components and database management systems.
References
W. Hendricks, “Review of NoSQL Data Stores: Using a reactive threetier application for software developers to achieve a high availability application design architecture,” In 2019 Open Innovations (OI), 2019, pp. 71-77.
Мусаев М.М. Современные методы цифровой обработки речевых сигналов.// Вестник ТУИТ 2(42)/2017. -с. 2-13.
Рахматуллаев М.А. Мировые информационные ресурсы. –Т.: «Fan va texnologiya», 2017. 196 c.
Асқраралиев О.У. “Тизимларни таҳлил қилиш ва қарор қабул қилиш тамойиллари (техник тизимлар мисолида)” // “Ижтимоий-иқтисодий жараёнларни тизимли таҳлил қилиш ва моделлаштириш” мавзусидаги халқаро илмий онлайн конференция. Тошкент 2020 й., -Б 55-59
A. Corbellini, C. Mateos, A. Zunino, D. Godoy and S. Schiaffino, “Persisting big-data: The NoSQL landscape,” Information Systems, vol. 63, pp. 1-23, 2017.
P. Kolyasnikov et al., “Analysis of software tools for longitudinal studies in psychology,” International Journal of Advanced Compyuter Science and Applications, vol. 10, no. 8, pp. 21– 33, 2019.
N.Q. Mehmood, R. Culmone and L. Mostarda, “Modeling temporal aspects of sensor data for MongoDB NoSQL database,” Journal of Big Data, 4(1), 82017
Roy-Hubara, N., Shoval, P., & Sturm, A. “A Method for Database Model Selection,” In Enterprise, Business-Process and Information Systems Modeling, 2017, pp. 261-275.
Mehmood, E., & Anees, T. (2019). Performance Analysis of Not Only SQL Semi-Stream Join Using MongoDB for Real-Time Data Warehousing. IEYEE Access, 7, 134215-134225.
Chopade, R., & Pachghare, V. (2020). MongoDB Indexing for Performance Improvement. In ICT Systems and Sustainability (pp. 529-539). Springer, Singapore.
B.M. Basok, A.N. Rozhanskaya and S.L. Frenkel, “On web-applications usability testing,” Russian Technological Journal, vol. 7, no. 6, p. 9- 24, 2019. DOI: 10.32362/2500-316X-2019-7-6-9-24
R. Cattell, “Scalable SQL and NoSQL data stores,” Acm Sigmod Record, vol. 39, no. 4, pp. 12-27, 2011.
V. Herrero, A. Abelló and O. Romero, “NOSQL design for analytical workloads: variability matters,” In International Conference on Conceptual Modeling, 2016, pp. 50-64.
N. Roy-Hubara and A. Sturm, “Design methods for the new database era: a systematic literature review,” Software & Systems Modeling, vol. 19, pp. 297–312, 2020.
Atzeni, P., Bugiotti, F., Cabibbo, L., & Torlone, R. (2020). Data
modeling in the NoSQL world. Compyuter Standards & Interfaces, 67, 103149.
Mahruqi, R. S. A., Alalfi, M. H., & Dean, T. R. (2019, November). A semi-automated framework for migrating web applications from SQL to document oriented NoSQL database. In Proceyedings of the 29th Annual International Conference on Compyuter Science and Software Engineering (pp. 44-53).
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