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Revisiting conservative time synchronization protocols in parallel and distributed simulation

机译:重新审视并行和分布式仿真中的保守时间同步协议

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摘要

Computer simulations have become an indispensable tool for the empirical study of large-scale systems.rnThe timely simulation of these systems, however, is not without its challenges. Simulators have to be ablernto harness the full computational power of modern multicore architectures through parallel execution andrnovercome the memory limitations of a single computer. In this paper, we evaluate the performance of arnparallel and distributed simulator using several conventional time synchronization protocols executed onrnmodern multicore hardware. In addition, we comprehensively analyze a hybrid approach, combining tworntraditional protocols, increasing robustness, and enabling improved performance in a wider range of simulationrnscenarios. Finally, an adaptive algorithm to automatically configure this hybrid protocol is introducedrnand evaluated, eliminating manual user intervention and further improving robustness with respect to varyingrnsimulation conditions.
机译:计算机仿真已经成为大规模系统实证研究中必不可少的工具。然而,这些系统的及时仿真并非没有挑战。仿真器必须能够通过并行执行来利用现代多核体系结构的全部计算能力,并克服单个计算机的内存限制。在本文中,我们使用在现代多核硬件上执行的几种常规时间同步协议来评估arnparallel和分布式模拟器的性能。此外,我们综合分析了一种混合方法,结合了两种传统协议,增强了鲁棒性,并在更广泛的模拟场景中实现了改进的性能。最终,引入并评估了一种自动配置此混合协议的自适应算法,从而消除了人工干预,并针对不同的仿真条件进一步提高了鲁棒性。

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