Optimal placement algorithm (OPA) for IoT over ICN

Hatem Ibn-Khedher, H. Afifi, H. Moustafa
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引用次数: 11

Abstract

Information Centric Networks (ICN) is very promising for Internet of Things (IoT) deployment, where the data-centric approach is useful in reducing the data retrieval latency as well as the network traffic for IoT services. Also, the innetwork caching capabilities in ICN limits the massive data access to the data producers and so relaxes the need of continuous connectivity E2E connectivity between data producers and data consumers (this helps power efficiency as IoT devices can enter in sleep mode when they are not transmitting data). In this paper, we present an ICN-IoT architecture in which ICN nodes provide IoT gateways capabilities and ICN caching functions. Optimal Placement Algorithm (OPA) is proposed to choose the optimal placement location for ICN nodes. We evaluated OPA with respect to several performance metrics and the obtained results show improvement in services consumption latency and network load. Furthermore, we propose a caching strategy that shows to stabilize the network load despite any increase in the number of consumer interests.
基于ICN的物联网优化布局算法(OPA)
信息中心网络(ICN)在物联网(IoT)部署中非常有前途,其中以数据为中心的方法有助于减少数据检索延迟以及物联网服务的网络流量。此外,ICN中的网络缓存功能限制了对数据生产者的大量数据访问,从而放松了数据生产者和数据消费者之间持续连接的需求端到端连接(这有助于提高电源效率,因为物联网设备在不传输数据时可以进入睡眠模式)。在本文中,我们提出了一种ICN-IoT架构,其中ICN节点提供物联网网关功能和ICN缓存功能。为了选择ICN节点的最优放置位置,提出了最优放置算法(OPA)。我们根据几个性能指标对OPA进行了评估,获得的结果显示服务消耗延迟和网络负载有所改善。此外,我们提出了一种缓存策略,该策略显示,尽管消费者兴趣的数量有所增加,但仍能稳定网络负载。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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