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
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;
Conference_Titel :
Complex, Intelligent and Software Intensive Systems (CISIS), 2012 Sixth International Conference on
Conference_Location :
Palermo
Print_ISBN :
978-1-4673-1233-2
DOI :
10.1109/CISIS.2012.134