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Method of reliability and availability analysis from the dynamic properties of routing and forwarding paths

机译:从路由和转发路径的动态属性分析可靠性和可用性的方法

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Confronted to the increasing dynamic of Internet routing system and its underlying topology, we propose a reliability and availability analysis method based on the characterization of the dynamic properties (in particular, the stability properties) of routing paths and their corresponding forwarding paths. The key driver underlying this method is that transient but frequent changes in the spatio-temporal properties of routing paths can affect the performance and operating conditions of the corresponding forwarding paths; hence, their reliability. The results obtained by means of this method verify that, although the main cause of instability results from the forwarding plane dynamics, a second order effect relates forwarding and routing path instability events. Applying our analysis method reveals that the dominant source (main cause) of instability originates indeed from the forwarding plane. This result which confirms previous studies from 2003 further corroborates the assumption that the dynamic properties of routing system are mainly driven by its adaptation to the forwarding system (adaptive routing). However, even if the likelihood of forwarding instability becomes the prominent behavior (cause), about 50% of them induce routing path instability whereas the corresponding forwarding path remains unstable. This observation suggests that 50% of the reactive decisions performed by the BGP routing system (reactive routing) tend to further delay convergence of the forwarding paths. In turn, this observation provides the first indication that simple causal effects can't explain anymore the occurrence of instability. Moreover, more elaborated analysis techniques (such as the one proposed in this paper) are required to explain the inter-dependent routing and forwarding paths dynamics which affects their reliability and availability.
机译:面对不断增加的Internet路由系统及其底层拓扑的动态性,我们基于路由路径及其相应转发路径的动态属性(尤其是稳定性)的特征,提出了一种可靠性和可用性分析方法。此方法的主要推动力在于,路由路径的时空属性的短暂但频繁的更改会影响相应转发路径的性能和运行状况。因此,它们的可靠性。通过这种方法获得的结果证明,尽管不稳定的主要原因是转发平面的动力学问题,但二阶效应与转发和路由路径的不稳定事件有关。应用我们的分析方法表明,不稳定的主要来源(主要原因)确实来自转发平面。这一结果证实了2003年以前的研究结果,进一步证实了以下假设:路由系统的动态特性主要由其对转发系统(自适应路由)的适应性驱动。然而,即使转发不稳定的可能性成为突出的行为(原因),其中大约50%也会引起路由路径不稳定,而相应的转发路径仍然不稳定。该观察结果表明,BGP路由系统(反应式路由)执行的反应式决策的50%倾向于进一步延迟转发路径的收敛。反过来,这种观察提供了第一个迹象,即简单的因果关系已无法解释不稳定的发生。此外,还需要更详细的分析技术(例如本文中提出的一种)来解释相互依赖的路由和转发路径动态,这会影响其可靠性和可用性。

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