IEEE Journal on Selected Areas in Communications · 2004 · 17 citations · 12 references
BusinessAerospace EngineeringComputer NetworksQueuing TheoryService OperationsQueueing NetworksQueueing TheoryResource SchedulingSatellite OrbitsStochastic Service SystemsTraffic OperationsBandwidth AllocationBandwidth ProvisioningLow Earth OrbitsNetwork Traffic ModelingQos ManagementTraffic Demand ModelingTraffic DistributionTraffic Scheduling
Modern telecommunication networks are characterized by a heterogeneous mix of traffic classes, ranging from traditional telephone calls to video and data services. Therefore, there is a need to solve the traffic allocation problem with different quality-of-service (QoS) requirements, wherein each traffic demand is fulfilled. This paper investigates the possibility of allocating loaded traffic in a low earth orbital (LEO) satellite network by considering multiservice traffic. Both Poisson and Markov models are used for the incoming traffic, which includes multiservice requirements. By introducing a privilege parameter, a quantum of bandwidth can be reserved for high priority traffic and a better QoS can be given for this traffic. The algorithm performs well for both traffic patterns tested. Simulation results are presented.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
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