ACM Transactions on Modeling and Computer Simulation (TOMACS)
SimPack: getting started with simulation programming in C and C++
WSC '92 Proceedings of the 24th conference on Winter simulation
Parallel discrete event simulation on SIMD computers
Journal of Parallel and Distributed Computing - Special issue on parallel and discrete event simulation
Approximate time-parallel simulation of queueing systems with losses
WSC '92 Proceedings of the 24th conference on Winter simulation
Tolerant synchronization for distributed simulations of interconnected computer networks
Proceedings of the eleventh workshop on Parallel and distributed simulation
Queueing networks and Markov chains: modeling and performance evaluation with computer science applications
Unsynchronized parallel discrete event simulation
Proceedings of the 30th conference on Winter simulation
Exploiting temporal uncertainty in parallel and distributed simulations
PADS '99 Proceedings of the thirteenth workshop on Parallel and distributed simulation
Performance Evaluation of Conservative Algorithms in Parallel Simulation Languages
IEEE Transactions on Parallel and Distributed Systems
Parallel and Distribution Simulation Systems
Parallel and Distribution Simulation Systems
Asynchronous Problems on SIMD Parallel Computers
IEEE Transactions on Parallel and Distributed Systems
Simulation of cloud dynamics on graphics hardware
Proceedings of the ACM SIGGRAPH/EUROGRAPHICS conference on Graphics hardware
Time-parallel simulation with approximative state matching
Proceedings of the eighteenth workshop on Parallel and distributed simulation
Theory, Volume 1, Queueing Systems
Theory, Volume 1, Queueing Systems
Discrete-event Execution Alternatives on General Purpose Graphical Processing Units (GPGPUs)
Proceedings of the 20th Workshop on Principles of Advanced and Distributed Simulation
Simulation Modeling and Analysis (McGraw-Hill Series in Industrial Engineering and Management)
Simulation Modeling and Analysis (McGraw-Hill Series in Industrial Engineering and Management)
GPU-Accelerated Evaluation Platform for High Fidelity Network Modeling
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation
Retina simulation using cellular automata and GPU programming
Machine Vision and Applications
Solving longest common subsequence and related problems on graphical processing units
Software—Practice & Experience
An analysis of queuing network simulation using GPU-based hardware acceleration
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Massively Parallel Logic Simulation with GPUs
ACM Transactions on Design Automation of Electronic Systems (TODAES)
The effects of time advance mechanism on simple agent behaviors in combat simulations
Proceedings of the Winter Simulation Conference
A comparison of the accuracy of discrete event and discrete time
Proceedings of the Winter Simulation Conference
Proceedings of the 2013 Summer Computer Simulation Conference
| Hi-index | 0.00 |
The trend in computing architectures has been toward multi-core central processing units (CPUs) and graphics processing units (GPUs). An affordable and highly parallelizable GPU is practical example of Single Instruction, Multiple Data (SIMD) architectures oriented toward stream processing. While the GPU architectures and languages are fairly easily employed for inherently time-synchronous based simulation models, it is less clear if or how one might employ them for queuing model simulation, which has an asynchronous behavior. We have derived a two-step process that allows SIMD-style simulation on queuing networks, by initially performing SIMD computation over a cluster and following this research with a GPU experiment. The two-step process simulates approximate time events synchronously and then reduces the error in output statistics by compensating for it based on error analysis trends. We present our findings to show that, while the outputs are approximate, one may obtain reasonably accurate summary statistics quickly.