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Profile-based partition for parallel simulation of DEVS-FIRE

Published: 11 April 2010 Publication History

Abstract

An important issue in parallel simulation of large-scale spatial-temporal systems, such as large-scale wildfires, is how to divide the space and the computation tasks and assign them to the multiple processing units. In previous work of wildfire spread simulation using DEVS-FIRE, we explored an approach of uniform spatial partition for supporting parallel simulation. This paper presents a new method called profile-based partition that divides the simulation tasks according to the dynamic behavior of fire spread. The profile-based partition uses the ignition sequence of the forest cells as a profile to guide the partition of the cellular space for parallel simulation of DEVS-FIRE. We present the design of this new method, and compare it with the uniform partition and show some experiment results.

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  • (2011)Profile-based spatial partitioning for parallel simulation of large-scale wildfiresSimulation Modelling Practice and Theory10.1016/j.simpat.2011.07.00319:10(2206-2225)Online publication date: Nov-2011

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cover image ACM Other conferences
SpringSim '10: Proceedings of the 2010 Spring Simulation Multiconference
April 2010
1726 pages
ISBN:9781450300698

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  • SCS: Society for Modeling and Simulation International

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Society for Computer Simulation International

San Diego, CA, United States

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Published: 11 April 2010

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Author Tags

  1. DEVS-FIRE
  2. PDES (parallel discrete event simulation)
  3. performance
  4. profile
  5. working balance partition

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SpringSim '10
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SpringSim '10: 2010 Spring Simulation Conference
April 11 - 15, 2010
Florida, Orlando

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  • (2011)Profile-based spatial partitioning for parallel simulation of large-scale wildfiresSimulation Modelling Practice and Theory10.1016/j.simpat.2011.07.00319:10(2206-2225)Online publication date: Nov-2011

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