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A mechanism for network resource allocation and task offloading in mobile edge computing and network engineering
Computational Intelligence ( IF 2.8 ) Pub Date : 2024-01-03 , DOI: 10.1111/coin.12628
Zhixu Shu 1 , Kewang Zhang 1
Affiliation  

At present, most of the resource allocation methods in mobile edge computing allocate computing resources according to the time order in which task requests are calculated and unloaded, without considering the priority of tasks in practical applications. According to the computing requirements in such cases, a priority task-oriented resource allocation method is proposed. According to the average processing time of the task execution, the corresponding priority for task is given. The tasks with different priorities are weighted to allocate computing resources, which not only ensures that the high-priority tasks obtain sufficient computing resources, but also reduces the total time and energy consumption to complete the calculation of all tasks, thus improving the quality of service. The experimental results show that the proposed method can achieve better performance.

中文翻译:

移动边缘计算和网络工程中的网络资源分配和任务卸载机制

目前,移动边缘计算中的资源分配方法大多按照任务请求计算和卸载的时间顺序来分配计算资源,而没有考虑实际应用中任务的优先级。针对此类情况下的计算需求,提出一种面向优先级任务的资源分配方法。根据任务执行的平均处理时间,给出任务相应的优先级。对不同优先级的任务进行加权分配计算资源,既保证了高优先级任务获得充足的计算资源,又减少了完成所有任务计算的总时间和能耗,从而提高了服务质量。实验结果表明,所提出的方法能够取得更好的性能。
更新日期:2024-01-03
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