2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation (2006)
May 24, 2006 to May 26, 2006
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/PADS.2006.31
Tobias Kiesling , Fakultat fur Informatik, Germany
Parallel simulation techniques are designed to increase simulation model performance by exploiting model concurrency. Unfortunately, designing efficient parallel simulations is not always an easy task. Most existing techniques guarantee results identical to a corresponding sequential simulation. Other methods try to increase efficiency by relaxing causal constraints, leading to the calculation of approximate results. This work proposes to combine both approaches using the novel technique of progressive time-parallel simulation, where imprecise results are calculated rapidly and improved progressively later on until precise results are known. The user is allowed to cancel this process at any time if the accuracy is satisfying. Progressive time-parallel simulation is a specialized parallelization approach that is not applicable to every kind of simulation model. Possible application areas include simulation-based decision support or simulation-based scheduling and control of manufacturing systems. A successful application of the technique is illustrated with progressive queuing system simulation.
Tobias Kiesling, "Progressive Time-Parallel Simulation", 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation, vol. 00, no. , pp. 82-91, 2006, doi:10.1109/PADS.2006.31