云网络环境下基于sla的资源分配

Mohamad Hamze, O. Mbarek
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引用次数: 0

摘要

今天,云网络是云计算研究社区中最近的研究领域之一,它是将用户与其云服务连接起来并以云间方法将这些服务互连起来的能力。云网络的主要缺点在于缺乏与相应的服务水平协议相一致的服务质量(QoS)保证和管理。本文提出了一个框架,根据云网络环境中云服务用户和多个云服务提供商之间建立的端到端服务水平协议进行资源分配。本文重点研究了NaaS和IaaS服务的QoS参数。此外,还提出了几种算法来选择最佳的云服务提供商,以便在基于Broker和Federation的云间场景中分配vm和网络资源。目标是在满足NaaS和IaaS QoS约束的同时最小化总成本。此外,提出的云网络架构为视频会议和密集型计算应用提供了QoS保证。使用扩展的CloudSim工具包模拟相应的场景。结果显示了高可伸缩性和良好的性能,Broker体系结构在确保QoS需求的同时是最有趣的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SLA-BASED RESOURCE ALLOCATION WITHIN CLOUD NETWORKING ENVIRONMENT
Today, cloud networking which is the ability to connect users with their cloud services and to interconnect these services in an inter-cloud approach, is one of the recent research areas within the cloud computing research communities. The main drawback of cloud networking consists in the lack of Quality of Service (QoS) guarantee and management in conformance with a corresponding Service Level Agreement. In this paper, a framework is proposed for resource allocation according to an end-to-end service level agreement established between a Cloud Service User and several Cloud Service Providers within a cloud networking environment. The paper focuses on QoS parameters for NaaS and IaaS services. In addition, several algorithms are proposed for the best Cloud Service Providers selection to allocate VMs and network resources within a Broker and a Federation based inter-cloud scenarios. The objective is to minimize the total cost while satisfying NaaS and IaaS QoS constraints. Moreover, the proposed cloud networking architecture is used to provide videoconferencing and intensive computing applications with QoS guarantee. The corresponding scenarios are simulated using an extended CloudSim toolkit. The results reveal a high scalability and good performances where the Broker architecture is the most interesting while ensuring QoS requirements.
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