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Energy-Efficient Network Routing with Discrete Cost Functions

机译:具有离散成本函数的节能网络路由

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摘要

Energy consumption is an important issue in the design and use of networks. In this paper, we explore energy savings in networks via a rate adaptation model. This model can be represented by a cost-minimization network routing problem with discrete cost functions. We formulate this problem as an integer program, which is proved to be NP-hard. Then a constant approximation algorithm is developed. In our proposed method, we first transform the program into a continuous-cost network routing problem, and then we approximate the optimal solution by a two-step rounding process. We show by analysis that, for uniform demands, our method provides a constant approximation for the uniform network routing problem with discrete costs. A bicriteria network routing problem is also developed so that a trade-off can be made between energy consumption and network delay. Analytical results for this latter model are also presented.
机译:能耗是网络设计和使用中的重要问题。在本文中,我们通过速率自适应模型探索网络中的节能。该模型可以通过具有离散成本函数的成本最小化网络路由问题来表示。我们将此问题公式化为整数程序,事实证明它是NP难的。然后开发了一个常数近似算法。在我们提出的方法中,我们首先将程序转换为一个连续成本的网络路由问题,然后通过两步取整过程来逼近最优解。通过分析表明,对于统一需求,我们的方法为具有离散成本的统一网络路由问题提供了一个恒定的近似值。还开发了双标准网络路由问题,以便可以在能耗和网络延迟之间进行权衡。还介绍了后一种模型的分析结果。

著录项

  • 来源
  • 会议地点 Beijing(CN);Beijing(CN)
  • 作者单位

    Center for Advanced Computing Research and Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences,Graduate University of Chinese Academy of Sciences;

    Institute IMDEA Networks;

    Center for Advanced Computing Research and Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences;

    Center for Advanced Computing Research and Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences,Graduate University of Chinese Academy of Sciences;

    China State Key Lab for Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;计算技术、计算机技术;
  • 关键词

    network optimization; network routing; approximation;

    机译:网络优化;网络路由;近似;
  • 入库时间 2022-08-26 14:25:12

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