EAC:基于ICN的物联网能源感知缓存方案

Geetu Dhawan, A. P. Mazumdar, Y. Meena
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摘要

物联网(IoT)设想了数以百万计的设备相互通信。其无处不在的特性导致了设备能量的早期耗散,成为物联网研究的热点。人们对以内容为中心的物联网越来越感兴趣,因为它为受限设备提供了关键功能。在物联网中,兴趣和数据包传输消耗了大部分节点能量。由于现有的物联网方案主要关注节点的睡眠周期、传输次数、集群和能量收集,它们无法考虑传入内容的大小和流行程度,这增加了交换的数据量。因此,考虑约束器件的所有参数以降低功耗的节能策略是非常重要的。在本文中,我们提出了一种能量感知缓存方案(EAC),该方案根据传入内容的大小缓存数据,同时考虑内容的受欢迎程度和新鲜度。能源受限的物联网设备可以从拟议的EAC方案中受益,该方案考虑了内容大小和受欢迎程度之间的权衡。实验结果表明,该方案比中央控制缓存(CCC)和无缓存(No-Cache)方案具有更高的缓存命中率。
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EAC: Energy-Aware Caching Scheme for Internet of Things using ICN
The Internet of Things (IoT) envisions millions of devices communicating with one another. Its ubiquitous nature leads to an early dissipation of device energy, making it a hot topic for IoT research. There has been an increased interest in content-centric IoT as it facilitates critical features to constrained devices. In IoT, interest and data packet transmissions consume the majority of node energy. As the existing IoT schemes focus primarily on the node's sleep cycle, the number of transmissions, clustering, and energy harvesting, they fail to account for the size and popularity of incoming content, which increase the volume of data exchanged. Therefore, an energy-efficient strategy that considers all the parameters of constrained devices to reduce power consumption is of great importance. In this article, we proposed an energy-aware caching scheme (EAC) that caches data based on the size of incoming content while simultaneously taking into account the content's popularity and freshness. Energy-constrained IoT devices can benefit from the proposed EAC scheme, which takes into account the trade-off between content size and popularity. The experimental results show that the proposed scheme has a higher caching hit rate than the Centrally Controlled Caching (CCC) and No-Cache schemes.
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