Dhrystone: a synthetic systems programming benchmark
Communications of the ACM
Theory of Modeling and Simulation
Theory of Modeling and Simulation
CD++: a toolkit to develop DEVS models
Software—Practice & Experience
AToM3: A Tool for Multi-formalism and Meta-modelling
FASE '02 Proceedings of the 5th International Conference on Fundamental Approaches to Software Engineering
Implementing Parallel Cell-DEVS
ANSS '03 Proceedings of the 36th annual symposium on Simulation
DEVS-C++: A High Performance Modelling and Simulation Environment
HICSS '96 Proceedings of the 29th Hawaii International Conference on System Sciences Volume 1: Software Technology and Architecture
DS-RT '05 Proceedings of the 9th IEEE International Symposium on Distributed Simulation and Real-Time Applications
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DEVS is a formal modeling and simulation (M&S) framework that supports hierarchical, modular model composition. DEVS-based M&S environments have been used successfully to understand, analyze, and develop a variety of systems. As the systems under study become more large and complex, performance of the simulator becomes critical. Nevertheless, evaluating the operation of such simulators is a complex process. We present DEVStone, a synthetic benchmark devoted to automate the evaluation of DEVS-based simulators, which generates models with varied structure and behavior. DEVStone was used to study the efficiency of different simulation engines provided by the CD++ toolkit, this results were later compared with similar results on ADEVS with a demanding set of experiments, enabling thorough performance analysis. DEVStone facilitates performance analysis for successive versions (e.g., upgrades or fixes) of the same simulation engine, and provides a common metric to compare different M&S environments.