• DocumentCode
    239116
  • Title

    Multi-modal traffic simulation platform on parallel and distributed systems

  • Author

    Suzumura, Toyotaro ; Kanezashi, Hiroki

  • Author_Institution
    Smarter Cities Technol. Center, IBM Res., Dublin, Ireland
  • fYear
    2014
  • fDate
    7-10 Dec. 2014
  • Firstpage
    769
  • Lastpage
    780
  • Abstract
    In this paper we describe a highly scalable multi-modal traffic simulation platform on parallel and distributed environments ranging from multi-core or many core machines to multi-node clusters or supercomputer environments. We evaluated our platform with multi-modal transportation networks from the capital city of Ireland, Dublin, and verified its high scalability and real-time performance on both a 1-node with 12 core machine for a multi-threading environment and a cluster of 12 nodes (with a total of 144 cores) for a distributed system. With this platform, municipal planners or traffic engineers at transportation companies can quickly conduct many series of simulations with various what-if scenarios in a parallel and distributed manner, allowing them to assess and select the best responses to sudden incidents, or plan for major events or disaster responses.
  • Keywords
    digital simulation; multi-threading; parallel machines; traffic engineering computing; transportation; disaster response; distributed environment; distributed manner; distributed system; many core machine; multicore machine; multimodal traffic simulation platform; multimodal transportation network; multinode cluster; multithreading environment; municipal planner; parallel environment; parallel manner; parallel system; supercomputer environment; traffic engineer; transportation company; what-if scenario; Biological system modeling; Cities and towns; Data models; Roads; Traffic control; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference (WSC), 2014 Winter
  • Conference_Location
    Savanah, GA
  • Print_ISBN
    978-1-4799-7484-9
  • Type

    conf

  • DOI
    10.1109/WSC.2014.7019939
  • Filename
    7019939