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A performance evaluation of database systems on virtual machines.

机译:虚拟机上数据库系统的性能评估。

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摘要

Virtual machine technologies offer simple and practical mechanisms to address many manageability problems in database systems. For example, these technologies allow for server consolidation, easier deployment, and more flexible provisioning. Therefore, database systems are increasingly being run on virtual machines. This offers many unique opportunities for database research. However, it is also important to understand the cost of virtualization. Virtual machine technologies add a layer of indirection between applications and the hardware that they use (e.g. CPU, memory, disk). This added complexity results in a performance overhead for software systems running in a virtual machine. In this thesis, we present an experimental study of the overhead of running a database workload in a virtual machine. Using a TPC-H workload running on PostgreSQL in a Xen virtual machine environment, we show that Xen does indeed introduce overhead for system calls, page fault handling, and disk I/O. However, these overheads do not translate to a high overhead in query execution time. We show that in all cases the average overhead is less than 10% and, therefore, conclude that the advantages of running a database system in a virtual machine do not come at a high cost in performance.
机译:虚拟机技术提供了简单实用的机制来解决数据库系统中的许多可管理性问题。例如,这些技术允许服务器整合,更轻松的部署和更灵活的配置。因此,数据库系统越来越多地在虚拟机上运行。这为数据库研究提供了许多独特的机会。但是,了解虚拟化的成本也很重要。虚拟机技术在应用程序和它们所使用的硬件(例如CPU,内存,磁盘)之间增加了一个间接层。这种增加的复杂性导致虚拟机中运行的软件系统的性能开销。在本文中,我们对虚拟机中运行数据库工作负载的开销进行了实验研究。通过使用在Xen虚拟机环境中在PostgreSQL上运行的TPC-H工作负载,我们可以证明Xen确实为系统调用,页面错误处理和磁盘I / O带来了开销。但是,这些开销不会转化为查询执行时间的高开销。我们证明,在所有情况下,平均开销都小于10%,因此得出结论,在虚拟机中运行数据库系统的优点并不能以高昂的性能成本来实现。

著录项

  • 作者

    Minhas, Umar Farooq.;

  • 作者单位

    University of Waterloo (Canada).;

  • 授予单位 University of Waterloo (Canada).;
  • 学科 Mathematics.;Computer science.
  • 学位 M.Math.
  • 年度 2008
  • 页码 84 p.
  • 总页数 84
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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