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Micro-synchronization in Conservative Parallel Network Simulation

机译:保守并行网络仿真中的微同步

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摘要

Lookahead is a critical factor in conservative parallel simulation. Greater lookahead usually brings better performance. However, in the simulation of computer networks, lookahead is usually determined by the minimal delay of the border links between any two subnets that simulated by different sequential logical processes (LPs), which is too small to get good performance. Traditionally, the lookahead exploitation usually only reflects the parallelism among LPs, which possibly wastes the potential parallelism inside each LP, especially, in the case that each LP simulates thousands of entities. Here we present a simple method called micro-synchronization to exploit the parallelism inside each LP. Different from the previous work, such as lookahead accumulation and local time warp, we keep the traditional usage of lookahead among LPs unchanged, and however, we impose the relaxed sequential event scheduling inside each LP, which can indirectly improve the lookahead. We also present a state causality model to prove the correctness of our method, which means that there is no risk in the relaxed sequential execution. Finally, the experiment evaluates our method and shows that it can improve the performance of conservative parallel simulation of computer networks to some extent.
机译:前瞻性是保守并行仿真中的关键因素。超前通常会带来更好的性能。但是,在计算机网络的模拟中,超前通常由任意两个子网之间的边界链接的最小延迟来确定,该延迟由不同的顺序逻辑过程(LP)模拟,该延迟太小而无法获得良好的性能。传统上,超前利用通常仅反映LP之间的并行性,这可能浪费每个LP内部的潜在并行性,尤其是在每个LP模拟数千个实体的情况下。在这里,我们提出一种称为微同步的简单方法,以利用每个LP内部的并行性。与先前的工作(例如超前累积和本地时间扭曲)不同,我们保持了LP之间传统的超前使用方式不变,但是,我们在每个LP中施加了宽松的顺序事件调度,可以间接改善超前。我们还提出了一种状态因果关系模型来证明我们方法的正确性,这意味着轻松的顺序执行没有任何风险。最后,实验对我们的方法进行了评估,表明该方法可以在一定程度上提高计算机网络的保守并行仿真的性能。

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