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Quantifying Caching Effects in Urban VANETs

机译:量化城市藤饼中的缓存效果

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Most applications in urban Vehicular Ad hoc NET-works (VANETs) rely on information sharing, such as real-time traffic information queries, advertisements, etc. However, existing data dissemination techniques cannot guarantee satisfactory performance when a lot of information requests come from all around the network. Because these pieces of information are useful for multiple users located in various positions, it is beneficial to spread the cached copies around. Existing work proposed caching mechanisms and conducted simulations for validation, but there is a lack of theoretical analysis on the explicit caching effects. In this paper, we present the cache coverage ratio as the metric to quantify the caching effects, and theoretical analysis is given based on reasonable assumptions for urban VANETs, through which we find the affecting factors include vehicle density, transmission range, ratio of caching vehicles, etc. We deduce the quantitative relationship among them, which have similar forms as the cumulative density function of an exponential distribution. We conduct intensive simulations, which verify the theoretical analysis results match quite well with the simulated reality under different scenarios.
机译:城市车辆临时网络(VANET)中的大多数应用依赖于信息共享,例如实时交通信息查询,广告等,当大量信息请求来自所有信息时,现有的数据传播技术无法保证令人满意的性能在网络周围。因为这些信息对于位于各种位置的多个用户有用,因此扩展缓存的副本是有益的。现有的工作提出了缓存机制并进行了验证模拟,但缺乏关于显式缓存效果的理论分析。在本文中,我们将高速缓存覆盖率与量标以量化缓存效果,基于城市藤饼的合理假设给出了理论分析,我们发现影响因素包括车辆密度,传动范围,高速缓存车辆的比例。等等,我们推导出它们之间的定量关系,其具有与指数分布的累积密度函数相似的形式。我们进行密集的模拟,验证理论分析结果与不同情景下的模拟现实相匹配。

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