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Digital
Library of the European Council for Modelling and Simulation |
Title: |
Cloud
Implementation Of Agent-Based Simulation Model In Evacuation Scenarios |
Authors: |
Andrzej
Wilczynski, Joanna Kolodziej |
Published in: |
(2016).ECMS 2016 Proceedings edited
by: Thorsen Claus, Frank Herrmann, Michael Manitz, Oliver Rose, European Council for Modeling and
Simulation. doi:10.7148/2016 ISBN:
978-0-9932440-2-5 30th
European Conference on Modelling and Simulation, Regensburg Germany, May 31st
– June 3rd, 2016 |
Citation
format: |
Andrzej
Wilczynski, Joanna Kolodziej
(2016). Cloud Implementation Of Agent-Based Simulation Model In Evacuation
Scenarios, ECMS 2016 Proceedings edited by: Thorsten Claus, Frank Herrmann,
Michael Manitz, Oliver Rose European Council for Modeling
and Simulation. doi:10.7148/2016-0641 |
DOI: |
http://dx.doi.org/10.7148/2016-0641 |
Abstract: |
Over the years evacuation simulation
has become increasingly important in the research on the wide class of
problems related to the public security in emergency situations. In this
paper we develop simulation platform fully integrated with the cloud system
with using the MapReduce programing
model and Hadoop framework. The environment
illustrating evacuation scenarios and actors is modelled
by cell automata and interpreted as a potential field, in which technologies
the generated agents are located with using multi-agent, The simulation is
executed as a stream-based data-processing operation to enable environmental
universality while taking advantage of the MapReduce
model. Several test cases are provided to show the efficiency of the
simulation platform. |
Full
text: |