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A Method of Dynamic Container Layer Replacement for Faster Service Providing on Resource-Limited Edge Nodes

机译:资源受限的边缘节点上提供更快服务的动态容器层替换方法

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As the edge cloud technology evolves, research is underway to provide customers with a serverless architecture-based FaaS (Function as a Service) on the edge nodes. However, serverless architecture-based FaaS on the edge nodes has a problem with resource management due to edge nodes with relatively lower computing power than the cloud datacenters. And also it has a late service provision problem due to time to prepare cloud instances for customer API call requests. In this paper, we propose the method of dynamic container layer replacement considering a resource-limited environment on the edge nodes while mitigating cold start and then shows the performance.
机译:随着边缘云技术的发展,正在进行研究以在边缘节点上为客户提供基于无服务器架构的FaaS(功能即服务)。但是,由于边缘节点的计算能力比云数据中心低,因此边缘节点上基于无服务器架构的FaaS在资源管理方面存在问题。此外,由于需要时间为客户API调用请求准备云实例,因此还存在服务延迟的问题。在本文中,我们提出了一种动态容器层替换方法,该方法考虑了边缘节点上资源受限的环境,同时缓解了冷启动,然后显示了其性能。

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