计算机与数字工程2024，Vol.52Issue(10)：2872-2879,2931,9.DOI:10.3969/j.issn.1672-9722.2024.10.004
移动边缘计算中能量感知的动态软实时任务卸载算法
Energy-aware Dynamic Soft Real-time Task Offloading Algorithm in Mobile Edge Computing
摘要
Abstract
Mobile edge computing can offload computation-intensive tasks to enhance the computational capability of a device and reduce energy consumption.However,existing algorithms cannot efficiently perform computation offloading and resource alloca-tion to reduce the execution cost(weighted sum of energy consumption and completion time)of the device under the soft real-time and parallel dependency constraints of the task,so this paper proposes a distributed computation offloading algorithm to determine the execution location,CPU frequency,and transmission power of the task to reduce the execution cost.In order to achieve the opti-mization goal,firstly,the original optimization problem is modeled as a convex optimization problem,and computational resources are pre-allocated according to the task's deadline,and finally the resource allocation and computational offloading decisions are de-rived by the distributed algorithm.The experimental results show that the algorithm proposed in this paper can effectively reduce the task execution cost as well as reduce the time of task timeout.关键词
边缘计算/计算卸载/软实时/资源分配/凸优化Key words
edge computing/computation offloading/soft real-time/resource allocation/convex optimization分类
信息技术与安全科学引用本文复制引用
周治华,刘静..移动边缘计算中能量感知的动态软实时任务卸载算法[J].计算机与数字工程,2024,52(10):2872-2879,2931,9.基金项目
教育厅科学研究计划重点项目(编号:D20201102)资助. （编号:D20201102）
