• DocumentCode
    2689247
  • Title

    mJADES: Concurrent Simulation in the Cloud

  • Author

    Rak, Massimiliano ; Cuomo, Antonio ; Villano, Umberto

  • Author_Institution
    Dip. di Ing. dell´´Inf., Seconda Univ. di Napoli, Aversa, Italy
  • fYear
    2012
  • fDate
    4-6 July 2012
  • Firstpage
    853
  • Lastpage
    860
  • Abstract
    The simulation of complex systems is a time expensive and resource consuming task. Furthermore, the statistical validation of simulation models or the need to compare the system behavior in several different conditions require many simulation runs. A viable solution to speed up the process is to run multiple simulations in parallel on a distributed system, for example by means of a web interface. In this context, the cloud computing paradigm can be of help, offering almost unlimited computing resources that can be leased as a service. In this paper we will present the structure of a new simulation engine " in thecloud" (mJADES), which runs on the top of an ad-hoc federation of cloud providers and is designed to perform multiple concurrent simulations. Given a set of simulation tasks, mJADES is able automatically to acquire the computing resources needed from the cloud and to distribute the simulation runs to be executed.
  • Keywords
    cloud computing; distributed processing; statistical analysis; Web interface; cloud computing; concurrent simulation; distributed system; mJADES; simulation engine; statistical validation; Adaptation models; Analytical models; Computational modeling; Engines; Libraries; Middleware; Synchronization; Cloud Computing; Discrete-event Simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex, Intelligent and Software Intensive Systems (CISIS), 2012 Sixth International Conference on
  • Conference_Location
    Palermo
  • Print_ISBN
    978-1-4673-1233-2
  • Type

    conf

  • DOI
    10.1109/CISIS.2012.134
  • Filename
    6245700