多接入边缘网络中计算卸载业务资源分配策略研究
首发时间:2024-04-01
摘要:多接入边缘计算,最早由欧洲5G标准化组织ETSI提出,旨在将计算资源部署在接入网的边缘位置,以期满足用户的实时大计算量请求。其中,计算卸载是多接入边缘计算最典型的业务。然而边缘节点的计算能力受到种种因素的限制,不所有的业务都可以得到卸载。需要至少一个有效的策略,使得边缘节点的计算资源尽可能被利用。然而已有方案仍有改进可能。本文提出了一种关于最大预计完成时间的卸载策略。并给出了这种策略的优化方法,使之服务质量尽可能好。经仿真验证了这种策略的性能。同时,此关于最大预计完成时间的卸载策略有良好的可实现性,而且不会占用无限多的存储资源。
关键词: 通信与信息系统 多接入边缘计算 计算卸载 资源分配 预计完成时间
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Research on Resource Allocation Strategies for Computing Offload Services in Multi-access Edge Networks
Abstract:Multi-access edge computing, first proposed by the European 5G standardization organization ETSI, aims to deploy computing resources at the edge of the access network to meet users\' real-time computing demands. Among them, computing offload is the most typical service of multi access edge computing. However, the computing power of edge nodes is limited by various factors, and not all businesses can be unloaded. At least one effective strategy is required to make the computing resources of edge nodes be used as much as possible. However, the existing scheme still has the possibility of improvement. This paper proposes an unloading strategy for the maximum expected completion time. The optimization method of this strategy is given to make the service quality as good as possible. The performance of this strategy is verified by simulation. At the same time, this unloading policy about the maximum expected completion time has good feasibility, and will not occupy unlimited storage resources.
Keywords: communication and information system multi-access edge computing calculate uninstallation resource allocation estimated completion time
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多接入边缘网络中计算卸载业务资源分配策略研究
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