时变路由在实际移动回程网络中的优势

J. Lessmann, Yong Cheng, Stefan Pfeiffer, X. Costa
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摘要

由于移动网络中的流量负载通常会随着时间的推移而发生显著变化,时变路由(即路由在特定时间间隔内发生变化)似乎是一个显而易见的解决方案。然而,过去有多位研究人员各自声称,考虑到其开销,时变路由不会带来有价值的好处。本文对这一问题进行了系统的研究。我们认为,之前的说法是由于关注过于狭隘的优化指标,并证明使用真实的移动回程拓扑的这些指标的表现力差。我们提出了一种新的流量工程度量,容量变化,并在此基础上证明,时变路由实际上可以有很大的好处,特别是在基础设施资本支出成本方面。基于某欧洲运营商的实际移动回程数据,对该方案的效益进行了定量评价。
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On the benefits of time-varying routing in realistic mobile backhaul networks
Since traffic load in mobile networks typically changes significantly over time, time-varying routing, where routing changes in certain time intervals, seems an obvious solution. Yet multiple researchers have claimed independently in the past, that time-varying routing does not lead to worthwhile benefits given its overhead. In this paper, we study this issue in a systematic way. We argue that previous claims are due to focusing on too narrow optimization metrics and demonstrate the poor expressiveness of such metrics using real mobile backhaul topologies. We propose a novel traffic engineering metric, capacity variation, and on that basis, prove that time-varying routing can in fact have great benefits, particularly in terms of infrastructure CAPEX costs. A quantitative evaluation on the benefits is provided based on real mobile backhaul data from a European operators.
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