IEEE/ACM Transactions on Networking · 1999 · 106 citations · 23 references
ComputingComputer ScienceComputer NetworksInterconnection NetworksOptimizationNetwork OptimizationNetwork Performance AnalysisResource SchedulingBandwidth AllocationBlockingFairnessNetwork Performance OptimizationNetwork Resource AllocationOptimization-based SimulationWavelength ConversionWide Area Network Optimization
In an all-optical wide area network, some network nodes may handle heavier volumes of traffic. It is desirable to allocate more full-range wavelength converters (FWCs) to these nodes, so that the FWCs can be fully utilized to resolve wavelength conflict. We propose a set of algorithms for allocating FWCs in all-optical networks. We adopt the simulation-based optimization approach, in which we collect utilization statistics of FWCs from computer simulations and then perform optimization to allocate the FWCs. Therefore, our algorithms are widely applicable and they are not restricted to any particular model or assumption. We have conducted extensive computer simulations on regular and irregular networks under both uniform and nonuniform traffic. Compared with the best existing allocation, the results show that our algorithms can significantly reduce: (1) the overall blocking probability (i.e., better mean quality of service) and (2) the maximum of the blocking probabilities experienced at all the source nodes (i.e., better fairness). Equivalently, for a given performance requirement on blocking probability, our algorithms can significantly reduce the number of FWCs required.
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