首页> 外文会议>2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops amp; PhD Forum >Improving the QoS of Web Applications across Multiple Virtual Machines in Cloud Computing Environment
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Improving the QoS of Web Applications across Multiple Virtual Machines in Cloud Computing Environment

机译:在云计算环境中跨多个虚拟机提高Web应用程序的QoS

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Cloud computing is a hot topic in both industrial and academic areas. Virtualization employed on large data centers forms the basis of cloud computing, which includes CPU, I/O and memory virtualization. Time-sharing of CPU cycles for multiple virtual machines (VMs) has been the main bottleneck of system-level virtualization. How to schedule CPU cycles for multi-VMs to improve the QoS of web applications need further study. This paper first proposes a CPU management architecture for multi-VMs. Then, we convert the CPU scheduling problem into an integer programming problem. Importantly, we put forward a CPU scheduling algorithm based on utility optimization theory (UOCRS) to increase the global utility. Experiments show that our scheme improves the performance of Web applications remarkably.
机译:云计算是工业和学术领域的热门话题。大型数据中心采用的虚拟化构成了云计算的基础,其中包括CPU,I / O和内存虚拟化。多个虚拟机(VM)的CPU周期分时已成为系统级虚拟化的主要瓶颈。如何为多VM调度CPU周期以提高Web应用程序的QoS需要进一步研究。本文首先提出了一种用于多VM的CPU管理体系结构。然后,我们将CPU调度问题转换为整数编程问题。重要的是,我们提出了基于效用优化理论(UOCRS)的CPU调度算法,以提高全局效用。实验表明,该方案显着提高了Web应用程序的性能。

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