EDGE COMPUTING VA IOT INTEGRATSIYASI: REAL-TIME MA'LUMOTLAR QAYTA ISHLASH
Keywords:
Kalit so'zlar: edge computing, IoT, real-time qayta ishlash, fog computing, latency, MQTT, markazlashmagan arxitektura, smart qurilmalarAbstract
Annotatsiya: Ushbu maqolada Edge Computing (chekkaviy hisoblash)
texnologiyasining Internet of Things (IoT) qurilmalari bilan integratsiyasi va real-time
ma'lumotlar qayta ishlashga ta'siri tadqiq etiladi. Markaziy bulut serverlariga
bog'liqlikni kamaytirish, kechikish (latency) muammosini hal qilish va tarmoq kengligi
xarajatlarini optimallashtirish imkoniyatlari o'rganiladi. Turli edge platformalari
(Raspberry Pi 4B, NVIDIA Jetson Nano, AWS Greengrass) da o'tkazilgan testlar
natijalari tahlil qilinadi. Olingan natijalar shuni ko'rsatadiki, edge arxitekturasi bulut-
yagona yondashuvga nisbatan kechikishni 94% gacha kamaytiradi va tarmoq trafigini
78% ga qisqartiradi.
References
ADABIYOTLAR RO'YXATI
[1] IoT Analytics Research (2024). State of IoT 2024: Number of connected IoT
devices. IoT Analytics GmbH, Hamburg.
[2] Shi, W., Cao, J., Zhang, Q., Li, Y., & Xu, L. (2016). Edge computing: Vision
and challenges. IEEE Internet of Things Journal, 3(5), 637–646.
[3] Varghese, B., Wang, N., Barbhuiya, S., Kilpatrick, P., & Nikolopoulos, D.S.
(2016). Challenges and opportunities in edge computing. IEEE International
Conference on Smart Cloud, 20–26.
[4] Zhang, W., Zhang, Z., & Chao, H.C. (2017). Cooperative fog computing for
dealing with big data in the internet of vehicles. IEEE Communications Magazine,
55(12), 128–134.
[5] Ren, J., Yu, G., He, Y., & Li, G.Y. (2019). Collaborative cloud and edge
computing for latency minimization. IEEE Transactions on Vehicular Technology,
68(5), 5031–5044.
[6] NVIDIA Corporation (2023). Jetson Nano Developer Kit Technical Reference
Manual. Rev. 1.2. Santa Clara, CA.
[7] Amazon Web Services (2024). AWS Greengrass v2 Developer Guide. AWS
Documentation.
[8] O'zbekiston Respublikasi Prezidenti (2020). "Raqamli O'zbekiston – 2030"
strategiyasi to'g'risida. PF-6079-son Farmon, Toshkent.
[9] Бобомуродов, Б. С., & Исломов, Д. З. (2026). ИНФОРМАЦИОННАЯ
СИСТЕМА СБОРА И ВИЗУАЛИЗАЦИИ ДАННЫХ С
ГЕОРАСПРЕДЕЛЁННЫХ ДАТЧИКОВ. Modern education and development,
45(2), 263-273.
[10] Бобомуродов, Б. С., & Исломов, Д. З. (2026). СИСТЕМА
МОНИТОРИНГА КАЧЕСТВА ВОЗДУХА НА ОСНОВЕ РАСПРЕДЕЛЁННОЙ
СЕТИ IoT-ДАТЧИКОВ AIR QUALITY MONITORING SYSTEM BASED ON A
DISTRIBUTED IoT SENSOR NETWORK. Modern education and development,
45(2), 251-262.
[11] Islomov, D. Z. (2024). ARGO UML DASTURI YORDAMIDA AXBOROT
TIZIMINI LOYIHALASHTIRISH USULLARI. Экономика и социум, (12-2 (127)),
367-372.
