Resource Reallocation Based on SLA Requirement in Cloud Environment

Jen-Hsiang Chen, Chen-Fang Tsai, Shin-Li Lu, Fahmida Abedin
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引用次数: 5

Abstract

Service Level Agreement (SLA) in cloud service provides quality and responsibility for both Datacenter providers and customers. If a customer's required task is processed delayed then penalty of SLA violation are generated due to this shortage of resource allocation. The virtual machines (VMs) in lower utilization host or over utilization host will be migrated to the suitable hosts in an attempt to reduce delays in task processing and avoid SLA violation. Control chart is applied for monitoring the host performance form utilization perspective. We propose a mechanism to evaluate resource reallocation and identify which of these VMs can match an appropriate host based on economic of the cost and SLA violation penalty. The proposed approach is applied on a case study in which tasks are submitted sequentially by the constant schedule interval and cloud resource allocation is constantly gets evaluated.
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云环境下基于SLA需求的资源再分配
云服务中的服务水平协议(SLA)为数据中心提供商和客户提供了质量和责任。如果客户所需的任务被延迟处理,则由于资源分配不足而产生违反SLA的处罚。将利用率较低或过高的虚拟机迁移到合适的主机上,以减少任务处理的延迟,避免违反SLA。控制图用于从利用率的角度监视主机性能。我们提出了一种评估资源重新分配的机制,并根据成本的经济性和违反SLA的惩罚来确定哪些虚拟机可以匹配合适的主机。将该方法应用于一个以恒定调度间隔顺序提交任务并不断评估云资源分配的案例研究。
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