Freshness Aware Caching for Wireless D2D Network with Helpers

W. Cai, Feng Ke, Yue Zhang
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Abstract

In a wireless device-to-device (D2D) network, mobile edge caching can reduce transmission cost for network traffic, but it may also cause outdated caching information. How to reduce the transmission cost and improve the freshness of information becomes an important issue. A dedicated caching device called helper which has a large cache can be used in a wireless D2D network, which can significantly improve the performance of network. In this paper, to better model the file-centric data transmission, we proposed a concept called age of file (AoF), which is defined as the duration from the latest updating of the file. We analyzed the AoF, energy cost and updating cost of the files in the network level. We comprehensively consider the AoF and energy cost through the maximum and minimum normalization methods, and proposed an AoF-based accessing strategy. In the strategy, users can adjust the access of files according to their demand for file freshness and improve the quality of service. The results indicate that this strategy can reduce the energy cost for file transmission and reduce the total cost of the entire network while satisfying the freshness of files.
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无线D2D网络与助手的新鲜度感知缓存
在无线设备到设备(D2D)网络中,移动边缘缓存可以降低网络流量的传输成本,但也可能导致缓存信息过时。如何降低传播成本,提高信息的新鲜度成为一个重要的问题。在无线D2D网络中使用一种专用的缓存设备helper,它具有较大的缓存容量,可以显著提高网络的性能。为了更好地模拟以文件为中心的数据传输,本文提出了文件年龄(age of file, AoF)的概念,将其定义为从文件最近一次更新开始的持续时间。分析了网络层文件的AoF、能源成本和更新成本。通过最大和最小归一化方法综合考虑AoF和能源成本,提出了一种基于AoF的接入策略。在该策略中,用户可以根据自己对文件新鲜度的需求来调整对文件的访问,从而提高服务质量。结果表明,该策略在满足文件新鲜度的同时,降低了文件传输的能量成本,降低了整个网络的总成本。
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