ACM Transactions on Programming Languages and Systems (TOPLAS)
Programming combined discrete-continuous simulation models for performance
WSC '96 Proceedings of the 28th conference on Winter simulation
A random number generator based on the combination of four LCGs
Mathematics and Computers in Simulation - Special issue: papers presented at the MSSA/IMACS 11th biennial conference on modelling and simulation
Efficient optimistic parallel simulations using reverse computation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
A comparison of simulation event list algorithms
Communications of the ACM
Introduction to Simulation Using SIMAN
Introduction to Simulation Using SIMAN
Theory of Modeling and Simulation
Theory of Modeling and Simulation
Distributed simulation of hybrid systems with AnyLogic and HLA
Future Generation Computer Systems - Parallel computing technologies (PaCT-2001)
Parallel Network Simulation under Distributed Genesis
Proceedings of the seventeenth workshop on Parallel and distributed simulation
A Mixed Abstraction Level Simulation Model of Large-Scale Internet Worm Infestations
MASCOTS '02 Proceedings of the 10th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems
GPU Cluster for High Performance Computing
Proceedings of the 2004 ACM/IEEE conference on Supercomputing
µsik " A Micro-Kernel for Parallel/Distributed Simulation Systems
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
Discrete-event Execution Alternatives on General Purpose Graphical Processing Units (GPGPUs)
Proceedings of the 20th Workshop on Principles of Advanced and Distributed Simulation
Adaptive load balancing for raycasting of non-uniformly bricked volumes
Parallel Computing
Seamless Simulation of Hybrid Systems with Discrete Event Software Packages
ANSS '07 Proceedings of the 40th Annual Simulation Symposium
Validity of the single processor approach to achieving large scale computing capabilities
AFIPS '67 (Spring) Proceedings of the April 18-20, 1967, spring joint computer conference
Multi-level Parallelism for Time- and Cost-Efficient Parallel Discrete Event Simulation on GPUs
PADS '12 Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation
Parallel Simulation of Large-Scale Artificial Society on CPU/GPU Mixed Architecture
PADS '12 Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation
A GPU-based discrete event simulation kernel
Simulation
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A major challenge in the field of Modeling & Simulation is providing efficient parallel computation for a variety of algorithms. Algorithms that are described easily and computed efficiently for continuous simulation, may be complex to describe and/or efficiently execute in a discrete event context, and vice-versa. Real-world models often employ multiple algorithms that are optimally defined in one approach or the other. Parallel combined simulation addresses this problem by allowing models to define algorithmic components across multiple paradigms. In this paper, we illustrate the performance of parallel combined simulation, where the continuous component is executed across multiple graphical processing units (GPU) and the discrete event component is executed across multiple central processing units (CPU).