SLA-based scheduling of applications for geographically secluded clouds

M. Biswas, G. Parr, S. McClean, P. Morrow, B. Scotney
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引用次数: 9

Abstract

With recent advances in technology, resource control is a significant challenge for geographically distributed clouds. Users geographically close to the server get better services due to low latency. A few existing scheduling algorithms can provide better strategies through efficient job scheduling and resource allocation techniques. However, these algorithms are not efficient enough for distanced clouds. In order to gain maximum profits with optimized scheduling algorithms, it is necessary to utilize resources efficiently and also prioritize the tasks that are near to the servers. This paper proposes job scheduling algorithms in a distributed datacenter (DC) network, where the algorithms assign user's workloads to Virtual Machines (VMs) hosted to DC close to the users to reduce response time. The aspect of the proposed algorithms is the use of delay to evaluate if a VM provide a low or a high delay, it is required that the location of the end user generating the tasks should be known. Our results show that prioritizing tasks for the nearest servers not only improve the quality of service (QoS) but also demonstrates better utilization of the resources.
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针对地理位置隔离的云的基于sla的应用程序调度
随着技术的进步,资源控制对地理上分布的云来说是一个重大挑战。由于低延迟,地理上靠近服务器的用户可以获得更好的服务。现有的调度算法可以通过有效的作业调度和资源分配技术提供更好的调度策略。然而,这些算法对远距离云不够有效。为了通过优化的调度算法获得最大的利润,需要有效地利用资源,并优先考虑离服务器较近的任务。本文提出了分布式数据中心(DC)网络中的作业调度算法,该算法将用户的工作负载分配给托管在数据中心上的虚拟机(vm),以减少响应时间。所提出的算法的方面是使用延迟来评估虚拟机是否提供低或高延迟,需要知道生成任务的最终用户的位置。我们的研究结果表明,为最近的服务器分配任务优先级不仅可以提高服务质量(QoS),而且可以更好地利用资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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