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Limitations and Possibilities of Path Trading between Autonomous Systems

机译:自治系统之间路径交易的局限性和可能性

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When forwarding packets in the Internet, Autonomous Systems (ASes) frequently choose the shortest path in their network to the next-hop AS in the BGP path, a strategy known as hot-potato routing. As a result, paths in the Internet are suboptimal from a global perspective. For peering ASes who exchange traffic without payments, path trading - complementary deviations from hot- potato routing - appears to be a desirable solution to deal with these inefficiencies. In recent years, path trading approaches have been suggested as means for interdomain traffic engineering between neighboring ASes, as well as between multiple ASes to achieve global efficiency. Surprisingly, little is known on the computational complexity of finding path trading solutions, or the conditions which guarantee the optimality or even approximability of a path trading protocol. In this paper we explore the computational feasibility of computing path trading solutions between peering ASes. We first show that finding a path trading solution between a pair of ASes is NP- complete, and that path-trading solutions are even NP-hard to approximate. We continue to explore the feasibility of implementing policies between multiple ASes and show that, even if the bilateral path trading problem is tractable for every AS pair in the set of trading ASes, path trading between multiple ASes is NP- hard, and NP-hard to approximate as well. Despite the above negative results, we show a pseudo-polynomial algorithm to compute path trading solutions. Thus, if the range of the instances is bounded, we show one can compute solutions efficiently for peering ASes. We evaluate the path trading algorithm on pairs of ASes using real network topologies. Specifically, we use real PoP-level maps of ASes in the Internet to show that path trading can substantially mitigate the inefficiencies associated with hot-potato routing.
机译:在Internet上转发数据包时,自治系统(ASes)经常选择其网络中到BGP路径中到下一跳AS的最短路径,这种策略称为热土豆路由。结果,从全局的角度来看,Internet中的路径是次优的。对于无需支付费用即可交换流量的对等AS而言,路径交易(与热点马铃薯路由的互补偏差)似乎是解决这些低效率问题的理想解决方案。近年来,路径交易方法已被建议作为相邻AS之间以及多个AS之间的域间流量工程的手段,以实现全球效率。令人惊讶的是,对于寻找路径交易解决方案的计算复杂性或保证路径交易协议的最优性或近似性的条件知之甚少。在本文中,我们探讨了在对等AS之间计算路径交易解决方案的计算可行性。我们首先表明,找到一对AS之间的路径交易解决方案是NP完整的,而路径交易解决方案甚至是NP难以估计的。我们继续探索在多个AS之间实施政策的可行性,并表明,即使对于交易AS中的每个AS对而言,双边路径交易问题都可以解决,但多个AS之间的路径交易是NP-hard和NP-hard大概也一样。尽管有上述负面结果,我们还是展示了一种伪多项式算法来计算路径交易解决方案。因此,如果实例的范围是有界的,我们将展示一个可以为对等AS高效地计算解决方案的方法。我们使用真实的网络拓扑评估成对的AS上的路径交易算法。具体来说,我们使用Internet中AS的真实PoP级映射来显示路径交易可以大大减轻与热土豆路由相关的低效率。

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