Parallel and Distribution Simulation Systems
Parallel and Distribution Simulation Systems
Parallel simulation: parallel and distributed simulation systems
Proceedings of the 33nd conference on Winter simulation
Using quantile estimates in simulating internet queues with Pareto service times
Proceedings of the 33nd conference on Winter simulation
A federated approach to distributed network simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Genesis: a scalable distributed system for large-scale parallel network simulation
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Network modelling and simulation
Self-organizing mixture networks for probability density estimation
IEEE Transactions on Neural Networks
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An approach that significantly reduces the inter-federate communication load in federated simulation of communication networks is proposed. Rather than communicating packet-level information among federates, characteristics of packet flows in individual federates are dynamically identified and communicated. Flow characterization is done with the Gaussian Mixtures Algorithm (GMA) using a Self Organizing Mixture Network (SOMN) technique. A network partitioned into eight federates in space parallel manner is simulated for evaluating the proposed approach. It is shown that significant speedup is achieved with the proposed approach without unduly compromising accuracy.