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Failure contagion and QoS elasticity in bandwidth markets

机译:带宽市场的失败传染和QoS弹性

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The objective of this paper is to test whether network failures will have serious economic consequences for participants in the newly developing bandwidth markets. We measure economic consequences by looking at changes in bandwidth prices, in value-at-risk (VAR) and in conditional-value-at-risk (CVAR). Bandwidth markets may be particularly sensitive to network failures because bandwidth is a non-storable commodity and because alternative paths with equivalent quality of service (QoS) are perfect substitutes. Thus a local failure can affect alternative equivalent paths and this in turn can have a knock-on effect. We found that for a realistic large-scale market topology if there are, say, four failures per link per year, half of which are long enough to affect the market, then VAR is increased by 30%; and CVAR by 40%. This is true even with a spike size (×3) that is modest compared to observations in electricity markets (× 10 ~ × 100). For participants with capacity positions in such a market these consequences are likely to be serious. Thus if failures occur at this rate their consequence must be included in planning. Even at low failure intensities, the network itself acts as a significant amplifier and thus cannot be neglected. This amplification is itself a true emergent phenomenon of a large-scale bandwidth market.
机译:本文的目的是测试网络故障是否对新开发的带宽市场的参与者具有严重的经济后果。我们通过观察带宽价格的变化,风险价值(VAR)和风险 - 风险(CVAR)来衡量经济后果。带宽市场对网络故障可能对网络故障特别敏感,因为带宽是不可估量的商品,并且因为具有等效服务质量(QoS)的替代路径是完美的替代品。因此,局部失败可能影响替代的等效路径,而这又可以产生敲击效果。我们发现,对于一个逼真的大型市场拓扑,如果有,例如每年每连杆的四次故障,其中一半足以影响市场,然后val增加30%;和cvar达到40%。对于与电力市场的观察相比(×10〜×100)的观察相比,这也是如此。对于如此市场中的能力职位的参与者,这些后果可能是严重的。因此,如果此速率发生故障,则必须包含在规划中的后果。即使在低故障强度下,网络本身也充当了显着放大器,因此不能忽略。这种放大本身就是一个真正的大规模带宽市场现象。

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