PHP VA SUN’IY INTELLEKT SINERGIYASI: LARAVEL ASOSIDA INTELLEKTUAL VEBTIZIMLARNI LOYIHALASH ARXITEKTURASI

PHP VA SUN’IY INTELLEKT SINERGIYASI: LARAVEL ASOSIDA INTELLEKTUAL VEBTIZIMLARNI LOYIHALASH ARXITEKTURASI

Авторы

  • To‘xtasin Jo‘rayev
  • Odiljon Abdusattarov
  • Mexrojiddin Boymatov
  • Orifa Temirova
  • Shermuxammad Yuldashboyev

DOI:

https://doi.org/10.5281/zenodo.20721553

Ключевые слова:

Laravel, sun’iy intellekt, veb-arxitektura, mikroservislar, tasvirlarni tahlil qilish, asinxron navbatlar, neyron tarmoqlar, YOLO, tizim unumdorligi

Аннотация

Ushbu maqolada zamonaviy veb-tizimlarda sun’iy intellekt (SI) modullarini, xususan, tasvirlarni tahlil qilish
algoritmlarini Laravel (PHP) freymvorki asosida integratsiya qilishning konseptual arxitekturasi tadqiq etilgan. An’anaviy
monolit yondashuvning kamchiliklari tahlil qilinib, Redis asinxron navbatlariga va izolyatsiya qilingan Python mikroservislariga
(YOLO neyrotarmog’i misolida) asoslangan yuqori unumdor tizim modeli taklif qilingan. Amaliy sinov va stress-test
natijalari shuni isbotladiki, taklif etilgan arxitektura server yuklamasini keskin kamaytirib, tizimning qabul qilish va ishlov
berish tezligini bir necha barobarga optimallashtiradi

Биографии авторов

To‘xtasin Jo‘rayev

Zahiriddin Muhammad Bobur nomidagi Andijon davlat universiteti, Dasturiy injiniring kafedrasi o‘qituvchisi
Tel.: +998 93 961 02 69

Odiljon Abdusattarov

Andijon qishloq xo‘jaligi va agrotexnologiyalar instituti, Axborot texnologiyalari va matematika kafedrasi
o‘qituvchisi
Tel.: +998 99 762 44 71

Mexrojiddin Boymatov

Namangan davlat texnika universiteti doktoranti
Tel.: +998 97 999 48 80

Orifa Temirova

Zahiriddin Muhammad Bobur nomidagi Andijon davlat universiteti, 4-bosqich bakalavr talabasi
Tel.: +998 99 017 89 22

Shermuxammad Yuldashboyev

Zahiriddin Muhammad Bobur nomidagi Andijon davlat universiteti, 1-bosqich bakalavr talabasi
Tel.: +998 99 901 41 42

Библиографические ссылки

Otwell, T. (2023). Laravel: The PHP Framework for Web Artisans. Official Documentation. Laravel LLC. https://laravel.

com/docs

Ultralytics. (2023). YOLOv8: A New State-of-the-Art Computer Vision Model. Ultralytics Inc. https://docs.ultralytics.com

Redmon, J., Divvala, S., Girshick, R., & Farhadi, A. (2016). You Only Look Once: Unified, real-time object detection.

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 779–788. https://doi.

org/10.1109/CVPR.2016.91

Jocher, G., Chaurasia, A., & Qiu, J. (2023). Ultralytics YOLO (Version 8.0.0) [Computer software]. https://doi.

org/10.5281/zenodo.7347926

Newman, S. (2021). Building Microservices: Designing Fine-Grained Systems (2nd ed.). O’Reilly Media.

Fowler, M., & Lewis, J. (2014). Microservices: A Definition of This New Architectural Term. MartinFowler.com. https://

martinfowler.com/articles/microservices.html

Richardson, C. (2018). Microservices Patterns: With Examples in Java. Manning Publications.

Al-Safi, Y., & Al-Qurabat, A. K. (2020). Performance evaluation of asynchronous task queues in web applications.

International Journal of Computer Applications, 176(31), 12–18. https://doi.org/10.5120/ijca2020920198

Carneiro, C., & Schmelmer, T. (2016). Microservices from Day One: Build Robust and Scalable Software from the

Start. Apress. https://doi.org/10.1007/978-1-4842-1937-9

Indrasiri, K., & Kuruppu, D. (2021). gRPC: Up and Running. O’Reilly Media.

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Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press.

He, K., Zhang, X., Ren, S., & Sun, J. (2016). Deep residual learning for image recognition. Proceedings of the IEEE

Conference on Computer Vision and Pattern Recognition (CVPR), 770–778. https://doi.org/10.1109/CVPR.2016.90

Lin, T.-Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollar, P., & Zitnick, C. L. (2014). Microsoft

COCO: Common objects in context. European Conference on Computer Vision (ECCV), 740–755. https://doi.

org/10.1007/978-3-319-10602-1_48

Yusupov, R. A., & Toshmatov, N. B. (2022). Veb-tizimlarda sun’iy intellekt algoritmlarini integratsiya qilish muammolari

va yechimlari. Axborot Texnologiyalari va Telekommunikatsiyalar, 3(2), 45–52.

Karimov, A. J. (2023). Zamonaviy veb-arxitekturalar va ularning samaradorligini baholash metodikasi. O‘zbekiston

Milliy Universiteti Xabarlari, 1(4), 112–119.

Sidorov, V. A., & Petrov, I. M. (2021). Asinhronnyye ocheredi zadach v vysokonagruzhennykh veb-sistemakh:

sravnitelnyy analiz. Programmnaya Inzheneriya, 12(3), 134–142. https://doi.org/10.17587/prin.12.134-142

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O’Reilly, T. (2021). Design Patterns for Cloud-Native Applications. O’Reilly Media.

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Опубликован

2026-06-01

Выпуск

Том 4 № 6 (2026): «Muhandislik va Iqtisodiyot» jurnali

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Articles

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