Finding optimal offloading decisions for dependent tasks with multiple objectives and hard deadlines in resource-constrained mobile edge computing networks is a challenging problem. The solution to this problem is essential for latency-sensitive real-time applications. The objective of the problem is to complete the task within the deadline while minimizing energy consumption on the smart mobile device. We propose a combination of the fuzzy logic technique and the NSGA-III algorithm to solve the problem. Experimental results show that the proposed method outperforms the random and MOPSO-based methods.
| Mualliflar | Sadatdiynov, Kuanishbay |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2026-02-28 |
| Son | 1 |
| Betlar | 85-93 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
мобильные граничные вычисления, оптимальная выгрузка вычислений, нечеткая логика, mobile edge computing, optimal computation offloading, fuzzy logic
| APA | Sadatdiynov, Kuanishbay (2026). DEADLINE-AWARE COMPUTATION OFFLOADING METHOD FOR DEPENDENT TASKS IN MEC-ENABLED NETWORKS. Al-Farg'oniy avlodlari, (1), 85-93. https://al-fargoniy.uz/index.php/journal/article/view/1028 |
|---|---|
| GOST (OAK) | Sadatdiynov, Kuanishbay DEADLINE-AWARE COMPUTATION OFFLOADING METHOD FOR DEPENDENT TASKS IN MEC-ENABLED NETWORKS // Al-Farg'oniy avlodlari. – 2026. – № 1. – P. 85-93. |
| MLA | Sadatdiynov, Kuanishbay. “DEADLINE-AWARE COMPUTATION OFFLOADING METHOD FOR DEPENDENT TASKS IN MEC-ENABLED NETWORKS.” Al-Farg'oniy avlodlari, (1), 85-93, 2026. https://al-fargoniy.uz/index.php/journal/article/view/1028 |
| Chicago | Sadatdiynov, Kuanishbay. “DEADLINE-AWARE COMPUTATION OFFLOADING METHOD FOR DEPENDENT TASKS IN MEC-ENABLED NETWORKS.” Al-Farg'oniy avlodlari, (1), 85-93 (2026). https://al-fargoniy.uz/index.php/journal/article/view/1028 |
| Harvard | Sadatdiynov, Kuanishbay (2026) ‘DEADLINE-AWARE COMPUTATION OFFLOADING METHOD FOR DEPENDENT TASKS IN MEC-ENABLED NETWORKS’, Al-Farg'oniy avlodlari, (1), 85-93. https://al-fargoniy.uz/index.php/journal/article/view/1028 |
| BibTeX | @article{sadatdiynovkuanishbay2026,
title = {DEADLINE-AWARE COMPUTATION OFFLOADING METHOD FOR DEPENDENT TASKS IN MEC-ENABLED NETWORKS},
author = {Sadatdiynov, Kuanishbay},
journal = {Al-Farg'oniy avlodlari},
year = {2026},
number = {1},
pages = {85-93},
url = {https://al-fargoniy.uz/index.php/journal/article/view/1028}
} |
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