Caching in Named Data Networking for the wireless Internet of Things

M. A. Hail, M. Amadeo, A. Molinaro, S. Fischer
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引用次数: 116

Abstract

Named Data Networking (NDN) is a promising Information-Centric future Internet architecture. Besides its recognized potentialities as a content retrieval solution in wired domains, NDN has been also recently considered as an enabling technology for the Internet of Things (IoT), thanks to its innovative features like named-based routing and in-network caching. In particular, the possibility of caching at intermediate nodes can be especially useful to reduce the retrieval delay, and limit the network traffic and the load on data producer. However, unlike traditional Internet contents, IoT data are typically transient and periodically refreshed by the producer. At the same time, unlike Internet routers, IoT devices can be resource-constrained, with limitations in terms of energy, storage and processing capabilities. Therefore, caching algorithms designed for (intransient) Internet traffic and Internet routers do not well suit IoT domains. In this paper, we consider a wireless NDN-IoT network and propose a novel distributed probabilistic caching strategy that relies on the freshness of data and on potentially constrained capabilities of devices (energy level and storage capacity). The proposed solution has been evaluated through simulations with ndnSIM and results show that it outperforms traditional NDN caching mechanisms in terms of data retrieval and network energy efficiency.
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无线物联网的命名数据网络缓存
命名数据网络(NDN)是一种很有前途的以信息为中心的未来互联网架构。除了作为有线领域的内容检索解决方案的公认潜力之外,NDN最近也被认为是物联网(IoT)的使能技术,这要归功于其创新特性,如基于名称的路由和网络内缓存。特别是,在中间节点进行缓存的可能性对于减少检索延迟、限制网络流量和数据生成器的负载尤其有用。然而,与传统的互联网内容不同,物联网数据通常是短暂的,由生产者定期更新。与此同时,与互联网路由器不同,物联网设备可能受到资源限制,在能源、存储和处理能力方面存在限制。因此,为(非瞬时)互联网流量和互联网路由器设计的缓存算法不太适合物联网领域。在本文中,我们考虑了一个无线NDN-IoT网络,并提出了一种新的分布式概率缓存策略,该策略依赖于数据的新鲜度和设备的潜在约束能力(能量水平和存储容量)。通过ndnSIM仿真对该方案进行了评估,结果表明,该方案在数据检索和网络能效方面优于传统的NDN缓存机制。
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