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Throughput Optimization and Traffic Engineering in WDM Networks Considering Multiple Metrics

机译:考虑多种指标的WDM网络中的吞吐量优化和流量工程

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Throughput optimization and traffic engineering in Wavelength-Division Multiplexing (WDM) networks are usually treated as mono-objective optimization problems. In this paper, we provide a multi-objective Integer Linear Program (ILP) for the joint throughput optimization and traffic engineering problem. By simultaneously i) maximizing the throughput, ii) minimizing the resource consumption, and iii) balancing the traffic load, we demonstrate that better solutions than those of mono-objective approaches are obtained. We also present a distributed heuristic algorithm, which upper-bounds the per-route resource consumption and maximizes the throughput. Simulation results validate the proposed model and heuristic algorithm. Additionally, we present an ILP formulation for another well-known problem such as routing and wavelength assignment (RWA), and discuss the impact of modeling it as a multi-objective problem.
机译:波分复用(WDM)网络中的吞吐量优化和流量工程通常被视为单目标优化问题。在本文中,我们为联合吞吐量优化和交通工程问题提供了一个多目标整数线性程序(ILP)。通过同时i)最大化吞吐量,ii)最小化资源消耗以及iii)平衡流量负载,我们证明了获得了比单目标方法更好的解决方案。我们还提出了一种分布式启发式算法,该算法上限了每个路由的资源消耗并最大化了吞吐量。仿真结果验证了所提模型和启发式算法的有效性。此外,我们针对另一个众所周知的问题(例如路由和波长分配(RWA))提出了ILP公式,并讨论了将其建模为多目标问题的影响。

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