Academic Journal
Resource Management Across Edge Server in Mobile Edge Computing
| العنوان: | Resource Management Across Edge Server in Mobile Edge Computing |
|---|---|
| المؤلفون: | Saifur Rahman, Mazhar Hussain, Syed Ibad Ali Shah, Zaiwar Ali, Muhammad Ayaz Khan, Grzegorz Nowakowski, Marek Sieja, Muhammad Irfan, Fazal Muhammad |
| المصدر: | IEEE Access, Vol 12, Pp 181579-181589 (2024) |
| بيانات النشر: | IEEE, 2024. |
| سنة النشر: | 2024 |
| المجموعة: | LCC:Electrical engineering. Electronics. Nuclear engineering |
| مصطلحات موضوعية: | Mobile edge computing, resource allocation, mobile edge server, edge device, Electrical engineering. Electronics. Nuclear engineering, TK1-9971 |
| الوصف: | Mobile Edge Computing (MEC) has the potential to provide computational resources to edge devices. The Edge device (Ed) does not have enough computational resources, so it offloads its tasks to nearby Mobile Edge Servers (MES), while sometimes offloading tasks to MES causes MES to overload. The overload state of MES is when the data occupies all the CPU cores and memory of MES, so MES rejects requests for data offloading from other Eds. In this research, we have considered a multi-server, multi-device scenario, for which we have proposed an algorithm called CPU Memory Mobility Resource Allocation (CMMRA) that does not reject Ed from providing computational resources and encourages them to migrate the task to another MES in case the current MES is overloaded. The algorithm increases the service rate of a communication area, the rejection rate of the devices is also reduced, the total processing time of MES in this research is less as compared to others, and the migration in our proposed algorithm is greater than others. As we consider the mobility of devices and many devices are requesting computational resources, if the current MES is busy, it migrates the task to an underloaded MES for computation. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2169-3536 36186074 |
| Relation: | https://ieeexplore.ieee.org/document/10758646/; https://doaj.org/toc/2169-3536 |
| DOI: | 10.1109/ACCESS.2024.3503058 |
| URL الوصول: | https://doaj.org/article/f1dba3618607478c8ec589c9d2101a0c |
| رقم الانضمام: | edsdoj.f1dba3618607478c8ec589c9d2101a0c |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 21693536 36186074 |
|---|---|
| DOI: | 10.1109/ACCESS.2024.3503058 |