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Applying Scheduling Algorithms with QoS in the Cloud Computing

机译:QoS调度算法在云计算中的应用

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Cloud computing is the model to use existing computing resources that are delivered as a form of service over a network. These services can be divided into three parts with software, platform, and infrastructure. It is important to evaluate cloud computing environment to predict valid cost to manage the cloud computing system. SimJava and GridSim is well-known simulation tools but they do not support the virtualization of cloud computing. CloudSim is only tool which can evaluate the performance of this environment and it is based on SimJava and GridSim. It is suitable to simulate the situation with large amount of devices and data in cloud computing. Also, it can simulate the virtualization of computing nodes, network devices, and storage units. Service provider has to guarantee quality of service to provide stable related services. For this, we can use the scheduling algorithms. However, there is no consideration of data priority in CloudSim. It is important to support QoS to keep the service level agreement. Thus, it is needed to research a scheduling algorithm to support QoS. In this paper, we propose the way to support various scheduling algorithms in CloudSim.
机译:云计算是使用现有计算资源的模型,这些资源作为服务通过网络交付。这些服务可以分为软件,平台和基础架构三部分。评估云计算环境以预测管理云计算系统的有效成本非常重要。 SimJava和GridSim是著名的仿真工具,但它们不支持云计算的虚拟化。 CloudSim是可评估此环境性能的唯一工具,它基于SimJava和GridSim。适用于在云计算中模拟具有大量设备和数据的情况。而且,它可以模拟计算节点,网络设备和存储单元的虚拟化。服务提供商必须保证服务质量才能提供稳定的相关服务。为此,我们可以使用调度算法。但是,在CloudSim中没有考虑数据优先级。支持QoS保持服务水平协议很重要。因此,需要研究一种支持QoS的调度算法。在本文中,我们提出了一种在CloudSim中支持各种调度算法的方法。

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