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Probability based dynamic-alternate routing and the corresponding converter placement algorithm in all-optical WDM networks

机译:全光WDM网络中基于概率的动态备用路由和相应的转换器放置算法

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This paper proposes a new dynamic-alternate routing algorithm and its corresponding converter placement algorithm in order to reduce the connection blocking probability for all-optical WDM networks. The main idea in the proposed dynamic-alternate routing algorithm is to try to route the traffics according to a predefined optimal probability distribution. The problem for finding the optimal probability distribution was shown as a convex optimization problem. The problem can be solved by flow deviation method or other standard optimization techniques. Simulation results show that the proposed routing algorithm yields lower connection blocking probabilities than the previous works. The proposed routing algorithm produces similar traffic pattern as the optimal traffic pattern. The similarity between the traffic pattern produced by the proposed dynamic-alternate routing algorithm and the optimal traffic pattern can be further employed for solving other network designing problems such as converter placement problem. Since the optimal traffic pattern can be easily predicted, the optimal traffic pattern which minimizes the blocked traffic intensity is utilized for finding the locations of wavelength converters. The key idea is to place the wavelength converters at the nodes where they are needed most. Simulations have been performed to study the performance of the proposed wavelength converter placement method. The simulation results have shown that the proposed placement method combined with the proposed probability based dynamic-alternate routing algorithm yields smaller connection blocking probability than the two converter placement methods with their corresponding alternate routing algorithms.
机译:为了降低全光WDM网络的连接阻塞概率,本文提出了一种新的动态备用路由算法及其相应的转换器放置算法。提出的动态备用路由算法的主要思想是尝试根据预定义的最佳概率分布对流量进行路由。寻找最佳概率分布的问题被显示为凸优化问题。该问题可以通过流量偏差方法或其他标准优化技术来解决。仿真结果表明,与以前的工作相比,所提出的路由算法产生的连接阻塞概率更低。所提出的路由算法产生与最佳流量模式相似的流量模式。所提出的动态备用路由算法产生的流量模式与最佳流量模式之间的相似性可以进一步用于解决其他网络设计问题,例如转换器放置问题。由于可以容易地预测出最佳的通信量模式,因此利用使阻塞的通信量强度最小的最佳的通信量模式来寻找波长转换器的位置。关键思想是将波长转换器放置在最需要它们的节点上。已经进行了仿真以研究所提出的波长转换器放置方法的性能。仿真结果表明,所提出的布局方法与所提出的基于概率的动态替代路由算法相结合,产生的连接阻塞概率要比两种转换器布局方法及其相应的替代路由算法要小。

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