一种基于拍卖理论的移动边缘网络资源调度算法  

Resource scheduling algorithm for mobile edge network based on auction theory

作　　者：万里勇[1,2] 聂丰英 WAN Liyong;NIE Fengying(School of Information and Artificial Intelligence,Nanchang Institute of Science and Technology,Nanchang 330108,China;Management Science and Engineering Research Center,Jiangxi Normal University,Nanchang 330022,China)

机构地区：[1]南昌工学院信息与人工智能学院,南昌330108 [2]江西师范大学管理科学与工程研究中心,南昌330022

出　　处：《计算机应用文摘》2024年第18期107-109,共3页

基　　金：江西省教育厅科学技术研究项目(GJJ212517);南昌工学院科学技术研究项目博士专项基金(NCGXY20123)。

摘　　要：在移动边缘计算中,多用户多MEC服务器场景的计算资源分配与调度问题是一个关键的技术挑战。文章针对多用户多MEC服务器的网络场景构建了一个拍卖模型。在计算机资源的无线资源的限制条件下,结合算法的目标函数,从投标策略、确定胜利者算法和支付规则3个方面设计了相关的拍卖调度算法。仿真实验表明,所设计的调度算法能够较好响应多用户需求,同时使MEC系统具有更高的收益。In mobile edge computing,the allocation and scheduling of computing resources in multi-user and multi-MEC server scenarios is a key technical challenge.An auction model is constructed for the network scene of multi-user and multi-MEC servers in the paper.Under the restriction of wireless resources of computer resources,the auction scheduling algorithm is designed from three aspects:bidding strategy,winner determination algorithm and payment rules,combined with the objective function of the algorithm.Simulation results show that the scheduling algorithm designed can better respond to the needs of multi-users,and at the same time make MEC system have higher benefits.

关 键 词：移动边缘计算 计算卸载 卸载决策 拍卖 

分 类 号：TN929[电子电信—通信与信息系统]