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Practical service allocation in mobile edge computing systems

机译:移动边缘计算系统中的实际服务分配

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Mobile edge computing is an emerging technology required to meet the very low latency requirement of 5G communication systems, where application resources are embedded within access networks. Edge computing resources can be deployed very close to end users, e.g., attachment points (AP). In such cases, the edge servers are likely to have a relatively smaller computing capacity than servers deeper in the network. This can be partially compensated by the density and scale of deployment of edge servers. To leverage such deployment, it is important to allocate services efficiently at the edge. For example, neighbor edge servers may serve users attached to a distant AP, as long as the network topology, usage, and edge application requirements, e.g., latency, enables it. In this context, user mobility is important. The user session with the edge should be migrated when needed to ensure that a mobile user continues to be served with a proper Quality of Service (QoS), typically linked to latency. In this paper, we study a service instance allocation algorithm focusing on maintaining QoS for end users, using service migration as a tool to achieve this goal. We propose a globally optimum allocation algorithm, derive a practical algorithm from it, and evaluate its use versus a heuristic and a reference algorithm.
机译:移动边缘计算是满足5G通信系统的极低延迟要求的新兴技术,在5G通信系统中,应用程序资源嵌入在接入网络中。边缘计算资源可以部署在离最终用户非常近的位置,例如,连接点(AP)。在这种情况下,边缘服务器可能比网络深处的服务器具有相对较小的计算能力。边缘服务器部署的密度和规模可以部分弥补这一点。为了利用这种部署,重要的是在边缘高效地分配服务。例如,只要网络拓扑,使用和边缘应用要求(例如,等待时间)使能,邻居边缘服务器就可以为连接到远程AP的用户提供服务。在这种情况下,用户移动性很重要。应在需要时迁移与边缘的用户会话,以确保继续为移动用户提供适当的服务质量(QoS)(通常与延迟相关联)。在本文中,我们研究了一种服务实例分配算法,该算法着重于为最终用户维护QoS,使用服务迁移作为实现此目标的工具。我们提出一种全局最优分配算法,从中得出实用算法,并与启发式算法和参考算法进行比较来评估其使用。

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