一种基于 SDN 的边缘计算任务卸载节点选择算法

AN EDGE COMPUTING TASK OFFLOADING NODE SELECTION ALGORITHM BASED ON SDN

  • 摘要: 针对边缘计算任务卸载过程中节点选择及路径规划的问题,在网络资源和计算资源约束条件下,提出一种基于 SDN 的边缘计算任务卸载节点选择算法 (ETN)。根据卸载任务请求,由 SDN 控制器筛选出满足任务需求的候选节点,并对候选节点进行路径规划,将各个候选节点进行资源的评分排序,获得既能满足计算资源需求,又能拥有较好传输路径的最佳卸载节点。经过实验仿真分析,将提出的 ETN 算法与对比算法相比,在选择卸载节点时间、传输延迟、吞吐量等方面得到了有效提升。

     

    Abstract: Aimed at the problem of node selection and path planning in the process of edge computing task offloading, under the constraints of computing resources and network resources, an edge computing task offloading node selection algorithm (ETN) based on SDN is proposed. According to the request of task offloading, the SDN controller selected the candidate nodes that meet the task requirements, and carried out path planning for each candidate node. The candidate nodes were scored and sorted according to the computing resources and network resources to obtain the optimal offload node that could not only meet the computing resource requirements, but also have a preferable offload transmission path. After experimental simulation analysis, compared with the comparison algorithm, the proposed ETN algorithm has been effectively improved in the time of select offloading node, transmission delay, throughput and so on.

     

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