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2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation (2012)
Zhangjiajie China
July 15, 2012 to July 19, 2012
ISSN: 1087-4097
ISBN: 978-1-4673-1797-9
pp: 90-92
ABSTRACT
Distributed transportation simulation is an important technology for evaluating various Intelligent Transportation Systems (ITS) applications, before they are implemented in the real-world traffic system. Offline road network partitioning is the first step towards distributed transportation simulation. However, as the most popular offline road network partitioning solution, METIS cannot naturally formalize data distribution in ITS applications, and thus cannot guarantee to minimize data exchanges between partitions. In this paper, we propose to formalize offline road network partitioning as a hyper graph partitioning, which can naturally deal with data distribution in ITS applications. Then, we propose to solve the hyper graph partitioning using hMETIS, a graph partitioning algorithm borrowed from VLSI applications. Preliminary experiments show that even in the case where there is no ITS application, hyper graph-based offline road network partitioning can reduce data exchanges between partitions by around 10% on average. Currently, we are evaluating hyper graph-based offline road network partitioning on ITS applications.
INDEX TERMS
Roads, Partitioning algorithms, Vehicles, Computational modeling, Traffic control, Very large scale integration
CITATION
Xu Yan, Gary Tan, "Offline Road Network Partitioning in Distributed Transportation Simulation", 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation, vol. 00, no. , pp. 90-92, 2012, doi:10.1109/PADS.2012.28
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