Abstract
In modern digital systems, efficient and reliable information exchange is essential for the stability of corporate systems. Traditional data management models struggle to detect and eliminate invalid, incomplete data at early stages, resulting in reduced accuracy and system inefficiency. This article proposes an advanced framework for controlling information exchange processes through the development of a Verification and Filtering algorithm. The algorithm operates within a multi-layered conceptual model that includes data input, control, validation, optimization, and decision layers. Acting as the core component, the Verification and Filtering algorithm distinguishes valid from invalid records in real time, ensuring data integrity before storage. The process is mathematically formalized as a classification function designed to minimize false entries and maximize throughput of reliable data.
First Page
109
Last Page
117
References
- Aikat, J., Kaur, J., Smith, F. D., Jeffay, K. (2017). Variability in TCP round-trip times. ACM SIGCOMM Computer Communication Review, 47(2), 57-64. https://doi.org/10.1145/3089262.3089270
- Al-Sabaawi, M. A., Mohammed, S.A. (2021). Data validation and verification techniques for information systems. Journal of Information Systems Research, 13(1), 88-97.
- Abdurahmonov, S. (2023). Korporativ axborot tizimlarida boshqaruv va koordinatsiya algoritmlari. Toshkent: Soliq va moliya nashriyoti, 15-30 p.
- Karimov, O. (2022). Axborot almashinuvi jarayonlarini modellashtirish. Toshkent: Universitet nashriyoti, 22-40 p.
- Tursunov, M. (2021). Axborot tizimlarida nazorat mexanizmlari. Toshkent: Fan va texnologiya, 10-28 p.
- Rahmonova, L. (2020). Ma’lumotlar oqimini boshqarish algoritmlari. Toshkent: IT nashriyoti, 35-52 p.
- Islomov, F. (2022). Axborot xavfsizligi va nazorat mexanizmlarining matematik modeli. Toshkent: Texnologiya, 18-36 p.
- Yoqubov, A. (2021). Korporativ boshqaruvda koordinatsion algoritmlar. Toshkent: Moliyaviy nashriyot,40-58 p.
- Rustamova, N. (2020). Ma’lumotlar oqimini tahlil qilish va optimizatsiya usullari. Toshkent: Universitet nashriyoti, 25-45 p.
- Bonomi, F., Milito, R., Natarajan, P., Zhu, J. (2014). Fog computing: A platform for Internet of Things and analytics. In Big Data and Internet of Things: A Roadmap for Smart Environments. 169-186.
- Chen, H., Chiang, R.H.L., Storey, V.C. (2012). Business intelligence and analytics: From big data to big impact. MIS Quarterly, 36(4), 1165-1188.
- Cuzzocrea, A., Song, I.Y., Davis, K.C. (2011). Analytics over large-scale multidimensional data: The big data revolution! In Proceedings of the ACM International Workshop on Data Warehousing and OLAP. 101-104.
- Fozilova, M.M., Mukhamedieva, D. K. (2021). Building a multi-agent intelligent system for evaluating weakly formalized processes. Journal of Physics: Conference Series, 2094(1), 012092.
- Garlan, D., Shaw, M. (1994). An introduction to software architecture. In Advances in Software Engineering and Knowledge Engineering. 1-39.
- Igamberdiev, K.Z., Fozilova, M.M. (2020). Algorithm for optimizing multi-stage recycling processes using dynamic programming. International Journal of Advanced Research in Computer Science, 11(3), 45-52.
- Katal, A., Wazid, M., Goudar, R.H. (2013). Big data: Issues, challenges, tools, and good practices. In 2013 Sixth International Conference on Contemporary Computing (IC3). 404-409. https://doi.org/10.1109/IC3.2013.6612229
- Kimball, R., Ross, M. (2016). The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling (3rd ed.). Wiley.
- Kumar, V., Singh, A.K. (2019). Data quality management in distributed information systems. Journal of Information and Optimization Sciences, 40(2), 413-430.
- Li, F., O'Brien, L., Lewis, G., Zhang, H. (2013). Cost-benefit analysis of cloud computing adoption in enterprises. In 2013 IEEE 7th International Symposium on Service-Oriented System Engineering. 93-98.
- Oussous, A., Benjelloun, F.Z., Lahcen, A.A., Belfkih, S. (2018). Big data technologies: A survey. Journal of King Saud University - Computer and Information Sciences, 30(4), 431-448.
- Stonebraker, M., Çetintemel, U. (2005). One size fits all: An idea whose time has come and gone. In 21st International Conference on Data Engineering (ICDE’05). 2-11. https://doi.org/10.1109/ICDE.2005.1
- Zeng, L., Veeravalli, B. (2011). Quality-driven information filtering in distributed systems. IEEE Transactions on Knowledge and Data Engineering, 23(9), 1419-1432. https://doi.org/10.1109/TKDE.2010.195
Recommended Citation
Fozilova, Madina M. and Uchqunova, Dilshoda N.
(2025)
"MODELS AND ALGORITHMS OF CONTROL MECHANISMS IN INFORMATION EXCHANGE PROCESSES,"
Chemical Technology, Control and Management: Vol. 2025:
Iss.
6, Article 12.
DOI: https://doi.org/10.59048/2181-1105.1726