A tutorial introduction to Occam programming
A tutorial introduction to Occam programming
Parallel discrete event simulation
Communications of the ACM - Special issue on simulation
Algorithms for unboundedly parallel simulations
ACM Transactions on Computer Systems (TOCS)
Determining initial states for time-parallel simulations
PADS '93 Proceedings of the seventh workshop on Parallel and distributed simulation
Approximate time-parallel simulation of queueing systems with losses
WSC '92 Proceedings of the 24th conference on Winter simulation
A time-division algorithm for parallel simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Tolerant synchronization for distributed simulations of interconnected computer networks
Proceedings of the eleventh workshop on Parallel and distributed simulation
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
Parallel trace-driven cache simulation by time partitioning
WSC' 90 Proceedings of the 22nd conference on Winter simulation
Parallel and Distribution Simulation Systems
Parallel and Distribution Simulation Systems
Relaxing Causal Constraints in PDES
IPPS '99/SPDP '99 Proceedings of the 13th International Symposium on Parallel Processing and the 10th Symposium on Parallel and Distributed Processing
Time-Parallel Trace-Driven Simulation of CSMA/CD
Proceedings of the seventeenth workshop on Parallel and distributed simulation
Towards Time-Parallel Road Traffic Simulation
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
Progressive Time-Parallel Simulation
Proceedings of the 20th Workshop on Principles of Advanced and Distributed Simulation
Approximate time-parallel cache simulation
WSC '04 Proceedings of the 36th conference on Winter simulation
Bias in parallel and distributed simulation systems
WSC '05 Proceedings of the 37th conference on Winter simulation
Efficient parallel queuing system simulation
Proceedings of the 38th conference on Winter simulation
Proceedings of the 40th Conference on Winter Simulation
Cache simulator based on GPU acceleration
Proceedings of the 2nd International Conference on Simulation Tools and Techniques
GCSim: A GPU-Based Trace-Driven Simulator for Multi-level Cache
APPT '09 Proceedings of the 8th International Symposium on Advanced Parallel Processing Technologies
Using GPU to accelerate a pin-based multi-level cache simulator
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
GPU accelerated three-stage execution model for event-parallel simulation
Proceedings of the 2013 ACM SIGSIM conference on Principles of advanced discrete simulation
Proceedings of the 2013 Summer Computer Simulation Conference
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Time-parallel simulation offers the potential of massive parallelization of a simulation application, due to the amount of achievable parallelism not being restricted by the decomposability of the state space of a simulation model. Unfortunately, the potential speedup of a time-parallel simulation highly depends on the ability to match final and initial states of adjacent time intervals. Depending on the properties of the underlying simulation model, it might be feasible to accept a simulation iteration, even if the states of adjacent time intervals do not match exactly. This leads to the concept of approximative state matching in time-parallel simulation, which is introduced in this paper. Experiments with a prototypical implementation of a simple simulation model show encouraging results in terms of simulation speedup and introduced error.