COSIDIA: An Approach for Real-Time Parallel Discrete Event Simulations Tailored for Wireless Networks

Christina Obermaier, R. Riebl, Christian Facchi, A. Al-Bayatti, Sarmadullah Khan
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引用次数: 3

Abstract

Hardware in the Loop (HIL) simulation is the de facto standard for system tests in the automotive industry. However, when it comes to Vehicular Ad Hoc Network (VANET) based applications, current simulators are not able to simulate sufficiently large test scenarios in real time. Thus, this paper introduces "Concurrent Simulation of Discrete Actions" (COSIDIA), a parallel simulation framework tailored for, but not limited to, wireless networks with many highly mobile nodes. COSIDIA is a Discrete Action Simulation (DAS) framework which extends the Discrete Event Simulation (DES) principle by assigning a duration to every event. This enables parallel execution of events by design, without the need for complex synchronisation algorithms. COSIDIA combines this concept with fibers, lightweight threads handled entirely in userspace. Preliminary results show that COSIDIA performs significantly better than a comparable singlecore DES simulation in terms of real-time execution.
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一种适合无线网络的实时并行离散事件模拟方法
硬件在环(HIL)仿真是汽车行业系统测试的事实上的标准。然而,当涉及到基于车辆自组织网络(VANET)的应用程序时,当前的模拟器无法实时模拟足够大的测试场景。因此,本文介绍了“离散动作的并发仿真”(COSIDIA),这是一个为具有许多高度移动节点的无线网络量身定制的并行仿真框架,但不限于此。COSIDIA是一个离散动作模拟(DAS)框架,它通过为每个事件分配持续时间来扩展离散事件模拟(DES)原则。这使得通过设计可以并行执行事件,而不需要复杂的同步算法。COSIDIA将这个概念与完全在用户空间处理的轻量级线程纤维结合起来。初步结果表明,COSIDIA在实时执行方面明显优于可比的单核DES仿真。
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