Convergence properties of infinitesimal perturbation analysis
Management Science
Effective bandwidth and fast simulation of ATM intree networks
Performance '93 Proceedings of the 16th IFIP Working Group 7.3 international symposium on Computer performance modeling measurement and evaluation
Simulation Modeling and Analysis
Simulation Modeling and Analysis
AND - ATM Network Design System
MASCOTS '97 Proceedings of the 5th International Workshop on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
Computable exponential bounds for intree networks with routing
INFOCOM '95 Proceedings of the Fourteenth Annual Joint Conference of the IEEE Computer and Communication Societies (Vol. 1)-Volume - Volume 1
Communication nets; stochastic message flow and delay
Communication nets; stochastic message flow and delay
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Augmented Infinitesimal Perturbation Analysis is usedto determine asymptotically unbiased and strong consistent gradientestimates for use in the capacity planning of intree ATM networks.These gradients are used to determine the locally optimal minimumaverage network delay by applying a steepest descent algorithmwith projection and an Armijo line search to solve the capacityassignment (CA) problem. The network capacities are governedby a linear cost constraint. It is assumed that input regulators(e.g., leaky bucket regulators) are used at the source of eachvirtual circuit. All virtual circuit external arrivals are modeledas independent Poisson processes. Regenerative simulation isused to determine gradient estimates.