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QoS routing with performance-dependent costs

机译:QoS路由具有与性能相关的成本

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We study a network model in which each network link is associated with a set of delays and costs. These costs are a function of the delays and reflect the prices paid in return for delay guarantees. Such a cost structure can model a setting in which the service provider provides multiple service classes with a different price and delay guarantee for each class. We are given a source node s, a sink node t, and an end-to-end delay constraint D. Our aim is to choose an s-t path and determine a set of per link delay guarantees along this path so as to satisfy the constraint D while minimizing the total cost incurred. In the case where the s-t path is known, we aim to optimally partition the end-to-end delay constraint into link constraints along the path. We present approximation algorithms for both problems, since they are known to be NP-hard. Our algorithms guarantee to produce solutions that are within a factor 1+/spl epsiv/ of the optimal, where /spl epsiv/ is a parameter of our choice. The run times are polynomial in the input size and 1//spl epsiv/. We also provide a number of heuristics for the second problem and present simulation results. Previous work on related problems either focused on optimal solutions for special cost functions or on heuristics that have no performance guarantees. In contrast, we present provably good approximation algorithms and heuristics which apply to general cost functions.
机译:我们研究了一种网络模型,其中每个网络链接都与一组延迟和成本相关联。这些费用是延误的函数,反映了为延迟担保而付出的价格。这样的成本结构可以对设置进行建模,在该设置中,服务提供商为多个服务类别提供不同的价格和每个类别的延迟保证。我们获得了源节点s,宿节点t和端到端延迟约束D。我们的目标是选择一条st路径,并确定沿该路径的每条链路延迟保证的集合,从而满足该约束。 D,同时将总费用降至最低。在已知s-t路径的情况下,我们旨在将端到端延迟约束最优地划分为沿路径的链路约束。由于这两个问题都是NP难解的,因此我们提供了这两个问题的近似算法。我们的算法保证产生的解决方案在最优值的1 + / spl epsiv /以内,其中/ spl epsiv /是我们选择的参数。运行时间是输入大小和1 // spl epsiv /的多项式。我们还为第二个问题提供了许多启发式方法,并提供了模拟结果。以前有关问题的工作要么针对特殊成本函数的最佳解决方案,要么针对没有性能保证的启发式方法。相反,我们提出了可证明的良好的近似算法和启发式方法,适用于一般成本函数。

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