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Minimizing Routing Energy Consumption: From Theoretical to Practical Results

机译:最小化路由能耗:从理论到实践的结果

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Several studies exhibit that the traffic load of the routers only has a small influence on their energy consumption. Hence, the power consumption in networks is strongly related to the number of active network elements, such as interfaces, line cards, base chassis. The goal thus is to find a routing that minimizes the (weighted) number of active network elements used when routing. In this paper, we consider a simplified architecture where a connection between two routers is represented as a link joining two network interfaces. When a connection is not used, both network interfaces can be turned off. Therefore, in order to reduce power consumption, the goal is to find the routing that minimizes the number of used links while satisfying all the demands. We first define formally the problem and we model it as an integer linear program. Then, we prove that this problem is not in APX, that is there is no polynomial-time constant-factor approximation algorithm. Thus, we propose a heuristic algorithm for this problem and we present a study on specific topologies, such as trees and complete graphs, that provide bounds and results useful for real topologies. We then exhibit the gain in terms of number of network interfaces for a set of existing network topologies: we see that for almost all topologies more than one third of the network interfaces can be spared for usual ranges of operation, leading to a global reduction of approximately 33 MWh for a medium-sized backbone network. Finally, we discuss the impact of energy efficient routing on the stretch factor and on fault tolerance.
机译:多项研究表明,路由器的流量负载对其能耗的影响很小。因此,网络中的功耗与活动网络元素(例如接口,线卡,基础机箱)的数量密切相关。因此,目标是找到一种路由,以最小化在路由时使用的活动网络元素的(加权)数量。在本文中,我们考虑一种简化的体系结构,其中两个路由器之间的连接表示为连接两个网络接口的链接。不使用连接时,可以关闭两个网络接口。因此,为了减少功耗,目标是找到在满足所有需求的同时使使用的链路数量最少的路由。我们首先正式定义问题,然后将其建模为整数线性程序。然后,我们证明此问题不在APX中,即没有多项式时间常数因子近似算法。因此,我们针对此问题提出了一种启发式算法,并提出了对特定拓扑(例如树和完整图形)的研究,这些拓扑提供了对实际拓扑有用的边界和结果。然后,我们展示了一组现有网络拓扑在网络接口数量方面的收益:我们发现对于几乎所有拓扑,三分之一以上的网络接口可以保留用于常规操作范围,从而导致全球范围内的网络数量减少。对于中型骨干网,大约为33 MWh。最后,我们讨论了节能路由对延展因子和容错能力的影响。

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