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Priority based dynamic resource allocation in Cloud computing with modified waiting queue

机译:修改等待队列的云计算中基于优先级的动态资源分配

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摘要

Today Cloud computing is on demand as it offers dynamic flexible resource allocation, fo r reliable and guaranteed services in pay-as-you-use manner, to Cloud service users. So there must be a provision that all resources are made available to requesting users in efficient manner to satisfy their needs. This resource provision is done by considering the Service Level Agreements (SLA) and with the help of parallel processing. Recent work considers various strategies with single SLA parameter. Hence by considering multiple SLA parameter and resource allocation by preemption mechanism for high priority task execution can improve the resource utilization in Cloud. In this paper we propose an algorithm which considered Preemptable task execution and multiple SLA parameters such as memory, network bandwidth, and required CPU time. An obtained experimental results show that in a situation where resource contention is fierce our algorithm provides better utilization of resources.
机译:如今,云计算已成为需求,因为它提供按需使用的方式为云服务用户提供动态灵活的资源分配,可靠和有保证的服务。因此必须规定,所有资源都可以有效地提供给请求用户,以满足他们的需求。通过考虑服务水平协议(SLA)并借助并行处理来完成此资源提供。最近的工作考虑了具有单个SLA参数的各种策略。因此,通过考虑多个SLA参数和抢占机制对高优先级任务执行进行资源分配,可以提高Cloud中的资源利用率。在本文中,我们提出一种考虑可抢占任务执行和多个SLA参数(例如内存,网络带宽和所需的CPU时间)的算法。获得的实验结果表明,在资源竞争激烈的情况下,我们的算法可以更好地利用资源。

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