mJADES:云中的并发仿真

M. Rak, Antonio Cuomo, Umberto Villano
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引用次数: 34

摘要

复杂系统的仿真是一项耗时耗力的任务。此外,仿真模型的统计验证或在几种不同条件下比较系统行为的需要需要多次仿真运行。加快这一过程的一个可行的解决方案是在分布式系统上并行运行多个模拟,例如通过web界面。在这种情况下,云计算范式可以提供帮助,它提供了几乎无限的计算资源,可以作为服务租用。在本文中,我们将介绍一个新的模拟引擎“在云中”(mJADES)的结构,它运行在云提供商的临时联盟之上,旨在执行多个并发模拟。给定一组模拟任务,mJADES能够自动从云中获取所需的计算资源,并分发要执行的模拟运行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
mJADES: Concurrent Simulation in the Cloud
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.
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