On optimal traffic grooming in elemental network topologies

R. Dutta, Shu Huang, G. Rouskas
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引用次数: 28

Abstract

We consider the problem of traffic grooming in WDM path, star, and tree networks. Traffic grooming is a variant of the well-known logical topology design problem, and is concerned with the development of techniques for combining low speed traffic components onto high speed channels in order to minimize network cost. Our contribution is two-fold. In the first part of the paper we settle the complexity of traffic grooming in path and star networks by proving that a number of variants of the problem are computationally hard. Since routing and wavelength assignment in these two topologies is trivial, these results demonstrate that traffic grooming is itself an inherently difficult problem. Our results have implications for ring and other more general topologies, which we explore. In the second part, we design practical grooming algorithms with provable properties. Specifically, for all three topologies, we obtain a series of lower and upper bounds which are increasingly tighter but have considerably higher computational requirements; the series of upper bounds form an algorithm for the traffic grooming problem with strong performance guarantees. We also present corresponding heuristics with good performance. Our work is a first step towards a formal and systematic approach to the grooming problem in general topologies that builds upon results and algorithms for more elementary networks.
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基本网络拓扑中的最优流量疏导
我们考虑了WDM路径、星形和树形网络中的流量疏导问题。流量疏导是众所周知的逻辑拓扑设计问题的一个变体,涉及将低速流量组件组合到高速通道上以最小化网络成本的技术开发。我们的贡献是双重的。在论文的第一部分,我们解决了路径和星型网络中流量疏导的复杂性,证明了该问题的许多变体在计算上是困难的。由于这两种拓扑中的路由和波长分配是微不足道的,因此这些结果表明流量疏导本身就是一个固有的难题。我们的结果对我们探索的环和其他更一般的拓扑结构具有启示意义。在第二部分中,我们设计了具有可证明性质的实用梳理算法。具体来说,对于这三种拓扑,我们得到了一系列的下界和上界,这些下界和上界越来越严格,但计算要求相当高;上界序列构成了一种具有强性能保证的流量疏导问题算法。我们还提出了相应的启发式算法,具有良好的性能。我们的工作是朝着正式和系统的方法来解决一般拓扑中的梳理问题迈出的第一步,这种方法建立在更基本网络的结果和算法之上。
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