AWS’DA XARAJATGA YO‘NALTIRILGAN TIZIM DIZAYNI
Keywords:
AWS, tizim dizayni, cloud computing, xarajatlarni optimallashtirish, auto scaling.Abstract
Ushbu maqolada Amazon Web Services (AWS) bulutli platformasida xarajatga yo‘naltirilgan tizim dizayni muammolari va ularni
optimallashtirish usullari tahlil qilinadi. Pay-as-you-go modeli asosida ishlovchi bulutli infratuzilmalarda foydalanuvchilar soni va trafik hajmi oshishi bilan tizim xarajatlarining keskin ko‘payishi kuzatiladi. Maqolada noto‘g‘ri arxitektura tanlovi, ortiqcha resurs ajratish (over-provisioning) va monitoring yetishmasligi AWS xarajatlarining oshishiga olib keluvchi asosiy omillar sifatida ko‘rib chiqiladi. Shuningdek, real kontentga boy veb-platforma modeli asosida optimallashtirilgan arxitektura taklif etilib, auto scaling, caching va serverless yondashuvlarning xarajatlarni kamaytirishdagi samaradorligi tahlil qilinadi. Tadqiqot natijalari shuni ko‘rsatadiki, xarajatni hisobga olgan holda loyihalangan tizim dizayni yuqori yuklama sharoitida ham iqtisodiy va texnik barqarorlikni ta’minlaydi.
References
1. Amazon Web Services, AWS Well-Architected Framework – Cost Optimization Pillar, 2023.
2. R. Buyya, C. Vecchiola, S. Thamarai Selvi, Mastering Cloud Computing, 2nd ed., New York, McGraw-Hill, 2022.
3. M. Armbrust et al., “A View of Cloud Computing,” Communications of the ACM, vol. 53, no. 4, pp. 50–58, Apr. 2010.
4. AWS, Serverless Architectures with AWS Lambda, 2021.
5. J. Hamilton, “Cost-effective cloud architectures for high traffic web applications,” IEEE Cloud Computing, vol. 6, no. 2, pp. 30–38, Mar.–Apr.2019.
6. J. Toshtemirov, A. Haydarov, U. Begulov, O. Djabbarov, (2025, September). Modeling multi-component heat transfer processes in multi-dimensional domains. In AIP Conference Proceedings (Vol. 3356, No. 1, p. 020008). AIP Publishing LLC.
7. U. Begulov, A. Khaydarov,J. Toshtemirov, O. Abduraimov, (2025, September). Tо study the global solution of doubly nonlinear heat dissipation equation. In AIP Conference Proceedings (Vol. 3356, No. 1, p. 040009). AIP Publishing LLC.
8. J. M. Toshtemirov, "Effects of a multicomponent heat source on ambient density in multidimensional fields," ILM SARCHASHMALARI, 33-350, 2-son (fevral 2025).
9. J. M. Toshtemirov, S. Toxirov. "XXI ASRDA INNOVATSION TEXNOLOGIYALAR, FAN VA TAʼLIM TARAQQIYOTIDAGI DOLZARB MUAMMOLAR" nomli respublika ilmiy-amaliy konferensiyasiga. “o‘zgaruvchan ko‘rsatkichli kuchli nolinear diffuziya-reaktsiya tenglamalarining avtomodel va sonli yechimlari” Vol. 3 No. 6 (2025), 252-253. in
10. J. M. Toshtemirov, "A mathematical model for convective and nonlinear heat transfer multi-variable, multi-component SARCHASHMALARI,48-250,5/2-son (may 2025). media" ILM
11. A.T. Khaidarov and J.M. Toshtemirov. Modeling of heat propagation processes in multidimensional domains. Modern Probl. of Appl. Math. and Inform. Techn. – Al-Khwarizmi, Tashkent, 2024, pp. 60–61.
12. A.T. Khaidarov and J.M. Toshtemirov. Heat source density in non-linear heat dissipation processes. Proceedings of Scientific Conference on Multidisciplinary Studies, Russia, 2023, pp. 72–80.
13. A. Mamatov and J. Toshtemirov. Visualization of the problem of multidimensional heat transfer through digital technologies. Pedagogical reforms and their solutions, Tashkent, 2024, pp. 44–47.
14. U. U. Begulov, Kh. Abdugappor, J. M. Toshtemirov, "Cauchy problem for a parabolic equation describing the heat propagation process in a non-divergent form under the influence of an exponentially varying density," Matematik fizikaning zamonaviy usullari, 2025
