基于PLC的远程区域协同缓存

Zunera Umar, M. Meo
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引用次数: 1

摘要

电力线通信(PLC)技术的出现是为了通过利用现有的有线电力基础设施进行电力分配,以较低的成本促进偏远或发展中地区宽带接入网的容易到达。通信服务的普及推动了数据需求的增加,给底层PLC技术,特别是回程链路带来了巨大的负担。为了解决这个问题,在接入网上部署边缘服务器可以改善数据处理,减少网络延迟,并有助于更好地提供对PLC网络至关重要的资源。此外,在专用节点(如边缘服务器)上进行数据缓存可以实现高效的数据检索、存储和处理。在这项工作中,我们提出了一种基于边缘服务器(ES)和边缘设备(ed)的分布式数据缓存方案,这些设备配备了缓存设施,并在远程区域通过PLC进行通信。我们开发了一个框架来测试ES和EDs之间在内容获取方面的相互协作,以最大限度地减少云资源的使用,并减轻可能拥塞的PLC回程链路的负载。结果表明,协作缓存将提高低带宽PLC链路的有效利用率,用户场所最受欢迎内容的转移对于改善社会经济增长和世界上未连接地区的数字学习平台至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A collaborative caching over PLC for remote areas
Power line communication (PLC) technology has emerged to foster ease of reach for broadband access network in remote or developing areas at lower costs by making use of existing wired power infrastructure for electricity distribution. The increase in data demand, pushed by the popularity of communication services, poses an overwhelming burden on the underlying PLC technology, especially for backhaul links. To confront this issue, edge server deployed at the access network improves data processing and reduces network delays and also helps better provisioning of resources which are crucial for PLC networks. Moreover, data caching at specialized nodes such as edge servers brings forth efficient retrieving, storing and processing of data. In this work, we propose a distributed data caching scenario jointly based on edge server (ES) and edge devices (EDs) that are equipped with caching facility and are communicating via PLC in a remote area. We develop a framework to test the mutual collaboration between ES and EDs for content fetching to minimize the use of cloud resources and relieve the load on possibly congested PLC backhaul links. Results reveal that a collaborative caching would boost effective utilization of low bandwidth PLC links and the shift of most popular contents at user premises is crucial to improve socio-economic growth and digital learning platforms for unconnected part of the world.
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