服务器迁移服务中的链路容量分配与服务器位置决策

Y. Fukushima, T. Yokohira, T. Murase
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引用次数: 1

摘要

服务器迁移服务(SMS)已经被提议作为一种新的服务类别来扩展现有的IaaS(基础设施即服务)云服务。SMS允许服务器(网络应用程序的服务器端进程)动态和自动地迁移到它们的客户端(网络应用程序的客户端进程)附近,以减少SMS提供商在未能向SMS用户提供保证级别的QoS时支付给他们的罚款。本文研究了一个链路容量配置和服务器位置决策问题,将链路容量配置成本和罚金之和视为SMS业务的总支出,并以总支出最小为目标。在这个问题中,我们决定向链接添加多少容量,以及何时以及将服务器迁移到哪个位置。我们将问题化为一个整数规划模型,对模型进行求解,得到了每次最优链路容量、服务器位置以及SMS业务总支出的全局最优值。数值算例表明,与确定服务器位置同时确定链路容量的传统方法相比,该方法可将SMS业务的总支出减少49%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Link Capacity Provisioning and Server Location Decision in Server Migration Service
Server migration service (SMS) has been proposed as a new class of service to augment the existing IaaS (Infras-tructure as a Service) cloud service. SMS allows servers (server-side processes of a network application) to dynamically and automatically migrate close to their clients (client-side processes of the network application) in order to reduce the penalty that the SMS provider pays to is SMS subscribers when failing to provide them with the guaranteed level of QoS. In this paper, we tackle a link capacity provisioning and server location decision problem where we consider the sum of link capacity provisioning cost and the penalty as the total expenditure of SMS business, and aim at minimizing the total expenditure. In the problem, we determine how much capacity to add to links, and when and to which location to migrate servers. We formulate the problem as an integer programming model, solve the model, and obtain the optimal link capacities, server locations at each time, and the global optimum value of the total expenditure of SMS business. Numerical examples show that the proposed method decreases the total expenditure of SMS business by up to 49% compared to a conventional method that determines the server locations while fixing the link capacities.
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