弹性云服务的准入控制

Kleopatra G. Konstanteli, T. Cucinotta, Konstantinos Psychas, T. Varvarigou
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引用次数: 54

摘要

本文提出了一个接纳控制测试,用于决定是否值得将一组服务接纳到云中,并在接受的情况下,为组成服务的每个组件获得最佳分配。在建议的模型中,重点是托管弹性服务,这些服务的资源需求可能会动态地增长或减少,这取决于动态变化的用户数量和请求模式。在寻找最优分配时,所提出的准入控制测试使用了一个优化模型,该模型结合了信任、生态效率和成本方面的业务规则,并考虑了组成服务的组件可能具有的亲和规则。在通用代数建模系统(GAMS)上对该问题进行了建模,并在实际的供应商设置下进行了求解,验证了该方法的有效性。
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Admission Control for Elastic Cloud Services
This paper presents an admission control test for deciding whether or not it is worth to admit a set of services into a Cloud, and in case of acceptance, obtain the optimum allocation for each of the components that comprise the services. In the proposed model, the focus is on hosting elastic services the resource requirements of which may dynamically grow and shrink, depending on the dynamically varying number of users and patterns of requests. In finding the optimum allocation, the presented admission control test uses an optimization model, which incorporates business rules in terms of trust, eco-efficiency and cost, and also takes into account affinity rules the components that comprise the service may have. The problem is modeled on the General Algebraic Modeling System (GAMS) and solved under realistic provider's settings that demonstrate the efficiency of the proposed method.
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