使用排队模型的云计算性能分析

P. Suresh Varma, A. Satyanarayana, M. V. Rama Sundari
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引用次数: 23

摘要

云计算是一种新的经济计算范式,客户可以通过Web浏览器访问信息和计算机资源。作业进入云调度的过程一般采用队列的形式,因此每个用户都需要等待,直到较早的用户得到服务。每当有新作业进入云缓冲区时,队列长度就会增加,因此等待时间也会增加。有许多方法,如FIFO、优先级调度、轮询等,将任务从缓冲区调度到机器。在本文中,我们开发和分析了一个云,并使用排队类比提供服务。通过推导云中的平均队列长度、利用率、吞吐量和平均等待时间等参数,研究云的瞬态分析。研究发现,在服务中使用排队理论对平均延迟、吞吐量和拥塞控制有很大的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance analysis of cloud computing using Queuing models
Cloud computing is a new economic computing paradigm in which information and computer resources can be accessed from a Web browser by customers. The process of a job entering into the cloud schedule is generally in the form of queue, so that each user needs to wait until the earlier users are being served. Whenever a new job enters the cloud buffer, the queue length increases so the waiting time. There are many methods like FIFO, Priority scheduling, Round robin etc to dispatch the job from buffer to a machine. In this paper, we developed and analyzed a cloud and provided service using Queuing analogy. The transient analysis of cloud studied by deriving various parameters like mean queue length, Utilization, Throughput and Mean Waiting Time in the cloud. It is observed that using queuing theory in the service has tremendous influence on Mean Delay, Throughput and Congestion Control.
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