Blockchain-based Collaborative Caching Mechanism for Information Center IoT

Q3 Decision Sciences
Yin Ying;Zhihong Zhou;Quanhai Zhang
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引用次数: 1

Abstract

The development of fifth generation mobile communication (5G) technology and Internet of Things (IoT) has enabled more mobile terminals to access the network and generate huge amounts of information content. This will make it difficult for the traditional IP-based host-to-host model to cope with the demand for massive data transmission, making network congestion an increasingly serious problem. To cope with these problems, a new network architecture, the Information-Centric Networking (ICN), a content network with content caching as one of its most core functions, has emerged. In addition, in the era when 5G and future 6G networks gradually realize the interconnection of everything, the Information-Centric Internet of Things (IC-IoT) based on ICN architecture has emerged, and a large number of IoT devices can use ICN nodes as edge devices to realize collaborative caching. The caching capacity of IC-IoT is directly related to the transmission efficiency and capacity of the whole network, and the performance of IC-IoT caching capacity is the top priority of research in this field. To address the above issues, the research in this paper focuses on deploying blockchains in IC-IoT networks and using the consensus mechanism of custom blockchains to motivate ICN nodes and non-ICN nodes in the network to perform caching collaboratively, which in turn improves the caching capacity of the whole network. The main work of this paper has the following points. First, incentivize IC-IoT collaborative caching based on blockchain consensus mechanism: by deploying blockchain in IC-IoT, rewarding nodes that obtain bookkeeping rights to incentivize network-wide collaborative caching, and designing experiments to compare the caching capacity of the network before and after the incentive; second, improve DPoS consensus mechanism to incentivize collaborative caching: Experiments are designed to compare the incentive capacity of PoW consensus mechanism and improved DPoS consensus mechanism for IC-IoT network collaborative caching, and to select the consensus mechanism with better performance; third, the design and implementation of IC-IoT test bed: write ICN program to form ICN network from basic communication to multiple nodes, and then deploying blockchain on the network for subsequent extension studies. This thesis demonstrates the feasibility of using blockchain for IC-IoT network cache collaborative incentive, and proves that the blockchain incentive method in this paper can improve the throughput of IC-IoT network cache by building a test bed.
基于区块链的信息中心物联网协同缓存机制
第五代移动通信(5G)技术和物联网(IoT)的发展使更多的移动终端能够接入网络并生成大量信息内容。这将使传统的基于IP的主机对主机模式难以应对大规模数据传输的需求,使网络拥塞成为一个日益严重的问题。为了解决这些问题,出现了一种新的网络架构,即以信息为中心的网络(ICN),这是一种以内容缓存为其最核心功能之一的内容网络。此外,在5G和未来6G网络逐渐实现万物互联的时代,基于ICN架构的以信息为中心的物联网(IC-IoT)已经出现,大量物联网设备可以使用ICN节点作为边缘设备来实现协同缓存。IC IoT的缓存容量直接关系到整个网络的传输效率和容量,IC IoT缓存容量的性能是该领域研究的重中之重。为了解决上述问题,本文的研究重点是在IC物联网网络中部署区块链,并利用自定义区块链的共识机制来激励网络中的ICN节点和非ICN节点协同执行缓存,从而提高整个网络的缓存能力。本文的主要工作有以下几点。首先,基于区块链共识机制激励IC IoT协同缓存:通过在IC IoT中部署区块链,奖励获得记账权的节点激励全网协同缓存,并设计实验比较激励前后网络的缓存能力;第二,改进DPoS共识机制以激励协同缓存:设计实验,比较PoW共识机制和改进的DPoS一致机制对IC-IoT网络协同缓存的激励能力,选择性能更好的共识机制;第三,IC物联网试验台的设计与实现:编写ICN程序,形成从基础通信到多个节点的ICN网络,然后在网络上部署区块链进行后续的扩展研究。本文论证了使用区块链进行IC-IoT网络缓存协同激励的可行性,并通过搭建测试平台证明了本文的区块链激励方法可以提高IC-IoT网络缓存的吞吐量。
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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来源期刊
Journal of ICT Standardization
Journal of ICT Standardization Computer Science-Information Systems
CiteScore
2.20
自引率
0.00%
发文量
18
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