NDLI: Towards Time-Parallel Road Traffic Simulation

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Modeling and Simulating the Brain as a System

Towards Time-Parallel Road Traffic Simulation

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Dynamically Adaptive Partition-Based Data Distribution Management

Towards Time-Parallel Road Traffic Simulation

Content Provider	ACM Digital Library
Author	Kiesling, Tobias Luthi, Johannes
Abstract	As an alternative to spatial parallelization of simulation models, time-parallel simulation offers the potential for massive parallelism with a high level of independence between the parallel processes. Unfortunately, due to inherent problems, the applicability of time-parallel simulation is restricted. Therefore, it has been proposed recently, to use approximation with time-parallel simulation in order to facilitate its application and to extend the class of models suitable for time-parallel simulation. As a proof-of-concept, this work shows how approximate temporal parallelization can be applied to the simulation of road traffic. Traffic simulation is used extensively in transportation research for various purposes, e.g. analysis of traffic phenomena,traffic forecast, and optimization of traffic flow. Depending on the level of fidelity, a traffic model exhibits a state space of moderate to high complexity. This paper is intended to discuss the basic properties of time-parallel traffic simulation and to examine its feasibility. Experiments with a sequential microscopic traffic simulator, that emulates important aspects of a corresponding time-parallel simulator, suggest this feasibility.
Starting Page	7
Ending Page	15
Page Count	9
File Format	PDF
ISBN	0769523838
ISSN	10874097
DOI	10.1109/PADS.2005.33
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2005-06-01
Access Restriction	Subscribed
Content Type	Text
Resource Type	Article

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