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Caching Transient Data in Internet Content Routers

机译:在Internet内容路由器中缓存瞬态数据

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摘要

The Internet-of-Things (IoT) paradigm envisions billions of devices all connected to the Internet, generating low-rate monitoring and measurement data to be delivered to application servers or end-users. Recently, the possibility of applying in-network data caching techniques to IoT traffic flows has been discussed in research forums. The main challenge as opposed to the typically cached content at routers, e.g., multimedia files, is that IoT data are transient and therefore require different caching policies. In fact, the emerging location-based services can also benefit from new caching techniques that are specifically designed for small transient data. This paper studies in-network caching of transient data at content routers, considering a key temporal data property: data item lifetime. An analytical model that captures the trade-off between multihop communication costs and data item freshness is proposed. Simulation results demonstrate that caching transient data are a promising information-centric networking technique that can reduce the distance between content requesters and the location in the network where the content is fetched from. To the best of our knowledge, this is a pioneering research work aiming to systematically analyze the feasibility and benefit of using Internet routers to cache transient data generated by IoT applications.
机译:物联网(IoT)范例设想了数十亿个都连接到Internet的设备,生成低速率的监视和测量数据以传递给应用程序服务器或最终用户。最近,在研究论坛中讨论了将网络内数据缓存技术应用于物联网流量的可能性。与通常在路由器上缓存的内容(例如多媒体文件)相反,主要挑战是IoT数据是瞬态的,因此需要不同的缓存策略。实际上,新兴的基于位置的服务也可以从专门为小型瞬态数据设计的新缓存技术中受益。考虑到关键的临时数据属性:数据项生存期,本文研究了内容路由器在瞬态数据的网络内缓存。提出了一种捕获多跳通信成本和数据项新鲜度之间的折衷的分析模型。仿真结果表明,缓存瞬态数据是一种有前途的以信息为中心的联网技术,可以减少内容请求者之间的距离以及从中获取内容的网络中的位置。据我们所知,这是一项开创性的研究工作,旨在系统地分析使用Internet路由器缓存由IoT应用程序生成的瞬态数据的可行性和好处。

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  • 来源
    《Networking, IEEE/ACM Transactions on》 |2017年第2期|1048-1061|共14页
  • 作者单位

    Institute for Communication Systems, Electronic Engineering Department, 5G Innovation Centre, University of Surrey, Guildford, U.K.;

    Institute for Communication Systems, Electronic Engineering Department, 5G Innovation Centre, University of Surrey, Guildford, U.K.;

    Institute for Communication Systems, Electronic Engineering Department, 5G Innovation Centre, University of Surrey, Guildford, U.K.;

    Institute for Communication Systems, Electronic Engineering Department, 5G Innovation Centre, University of Surrey, Guildford, U.K.;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Internet-of-Things; caching; data-transiency; data freshness; analysis; simulations;

    机译:物联网;缓存;数据透明性;数据新鲜度;分析;模拟;

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