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Virtual Computing in Distributed Overlay Networks.

机译:分布式覆盖网络中的虚拟计算。

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摘要

Typical desktop applications, such as word processors, web browsers, e-mail clients, etc., do not fully utilize the computational power of modern personal computers. Personal computing performance has increased at a higher rate than the computational requirements of typical desktop applications. Moreover, with the advent of fast interconnection networks, a large number of underutilized networked resources have become readily available. Overloaded workstations and low-performance mobile devices could harness these idle resources to extend their physical computational constraints and improve execution times of applications.;A novel low-cost high-performance distributed computing environment using existing commodity systems is presented. This dissertation introduces and expands on the Transparent Remote Execution (TREx) environment, which monitors and utilizes idle computational resources within a corporate environment under a fully distributed paradigm. To further extend TREx's local resource manager, the Advanced Quality of Service (AQoS) overlay routing protocol was devised to forward data through less-congested routes on Wide Area Networks (WANs). Thus, a novel virtualization paradigm, Ghost Computing, is capable of distributing coarse-grained Dynamic Link Library (DLL) functions to idle networked resources. Resource demanding applications within this environment can utilize remote idle high-performance computational elements to perform computations that low-performance mobile machines or overloaded workstations cannot handle efficiently. The benefits of TREx and its virtualization capabilities are illustrated with empirical experiments and the performance and accuracy of AQoS are shown using simulation experiments.
机译:典型的桌面应用程序,例如文字处理器,Web浏览器,电子邮件客户端等,并未充分利用现代个人计算机的计算能力。个人计算性能以比典型桌面应用程序的计算要求更高的速度增长。此外,随着快速互连网络的出现,大量未充分利用的网络资源变得很容易获得。超负荷的工作站和低性能的移动设备可以利用这些空闲资源来扩展其物理计算约束并提高应用程序的执行时间。提出了一种使用现有商品系统的新型低成本高性能分布式计算环境。本文介绍并扩展了透明远程执行(TREx)环境,该环境在完全分布的范式下监视和利用公司环境中的空闲计算资源。为了进一步扩展TREx的本地资源管理器,设计了高级服务质量(AQoS)覆盖路由协议,以通过广域网(WAN)上不太拥塞的路由转发数据。因此,一种新颖的虚拟化范例Ghost Computing能够将粗粒度的动态链接库(DLL)功能分配给空闲的网络资源。在这种环境下,对资源要求很高的应用程序可以利用远程空闲的高性能计算元素来执行低性能移动机或超负荷工作站无法有效处理的计算。通过实验验证了TREx及其虚拟化功能的优势,并通过仿真实验显示了AQoS的性能和准确性。

著录项

  • 作者

    Wang, Richert Kaiyou.;

  • 作者单位

    University of California, Irvine.;

  • 授予单位 University of California, Irvine.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 122 p.
  • 总页数 122
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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