Near Optimal Network Design for Path Pair Availability Guarantees

Dorabella Santos, Lúcia Martins, Teresa Gomes, Rita Girão-Silva
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Abstract

Guaranteeing high levels of availability in the network in a cost effective manner is of primary importance to network operators and managers. We address the network design problem for path pair availability guarantees, assuming links can be upgraded to have an increased availability. Since the path pair availability constraints are nonlinear and not linearizable in an exact manner, this mathematical problem has been avoided by considering only the working path availability or availability guarantees for the working and backup paths separately in a disaggregated way. In this paper, we present an aggregated model, where only the path pair availabilities must be fulfilled. In this model, we consider a convex relaxation for an approximation of the path pair availability to obtain linear constraints, and describe an iterative approach to tighten the bounds of the solution space, in order to obtain near-optimal solutions. The results show that considering an aggregated model is more cost effective than considering a disaggregated model with explicit values for the availabilities of the working and the backup paths.
路径对可用性保证的近最优网络设计
以经济有效的方式保证网络的高水平可用性对网络运营商和管理者来说至关重要。我们解决了路径对可用性保证的网络设计问题,假设链路可以升级以增加可用性。由于路径对的可用性约束是非线性的,不能精确地线性化,因此仅考虑工作路径的可用性或工作路径和备份路径的可用性保证,以分解的方式避免了这一数学问题。在本文中,我们提出了一个聚合模型,其中只有路径对可用性必须满足。在该模型中,我们考虑了一个凸松弛的近似路径对可用性来获得线性约束,并描述了一种迭代方法来收紧解空间的边界,以获得近最优解。结果表明,考虑聚合模型比考虑具有工作路径和备份路径可用性显式值的分解模型更具成本效益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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