论文标题

连续域中的长度结合路径固定网络绩效评估

Length-Bounded Paths Interdiction in Continuous Domain for Network Performance Assessment

论文作者

Nguyen, Lan N., Thai, My T.

论文摘要

在网络系统上研究节点之间的通信,如果其在给定度量下的距离低于预定义的阈值,则在其上具有起作用。在这项工作中,我们提出了一个指标,以衡量网络弹性,以确保预定义的性能限制。在优化问题下研究了该度量标准,即连续域}(CLPI)中的长度结合路径的插条,旨在识别一组最小的节点,其变化会导致节点之间的路由路径的最小节点对网络服务不受欢迎。 我们表明问题是NP-HARD,并通过设计两个Oracles \ textIt {阈值阻止}(TB)和\ textIt {critical Path Listing}(CPL)(CPL)提出了一个框架。基于此框架,我们为每个Oracle提出了两个解决方案。一个解决方案与\ tb的每种组合和一种解决方案\ cpl的解决方案使我们可以解决CLPI的解决方案。我们的算法的双刻板标记使我们能够控制返回尺寸和性能准确性之间的解决方案的权衡。通过实验分析进一步讨论了对每种溶液优势的新见解。

Studying on networked systems, in which a communication between nodes is functional if their distance under a given metric is lower than a pre-defined threshold, has received significant attention recently. In this work, we propose a metric to measure network resilience on guaranteeing the pre-defined performance constraint. This metric is investigated under an optimization problem, namely \textbf{Length-bounded Paths Interdiction in Continuous Domain} (cLPI), which aims to identify a minimum set of nodes whose changes cause routing paths between nodes become undesirable for the network service. We show the problem is NP-hard and propose a framework by designing two oracles, \textit{Threshold Blocking} (TB) and \textit{Critical Path Listing} (CPL), which communicate back and forth to construct a feasible solution to cLPI with theoretical bicriteria approximation guarantees. Based on this framework, we propose two solutions for each oracle. Each combination of one solution to \tb and one solution to \cpl gives us a solution to cLPI. The bicriteria guarantee of our algorithms allows us to control the solutions's trade-off between the returned size and the performance accuracy. New insights into the advantages of each solution are further discussed via experimental analysis.

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