Suppr超能文献

供应链中物联网设备采用区块链的研究。

A Study on the Adoption of Blockchain for IoT Devices in Supply Chain.

作者信息

Baig Muhammad Anas, Ali Sunny Danish, Alqahtani Abdullah, Alsubai Shtwai, Binbusayyis Adel, Muzammal Muhammad

机构信息

Department of Computer Science, Bahria University, Islamabad 44000, Pakistan.

Department of Applied Mathematics Statistics, Institute of Space Technology, Islamabad 44000, Pakistan.

出版信息

Comput Intell Neurosci. 2022 Jul 19;2022:9228982. doi: 10.1155/2022/9228982. eCollection 2022.

Abstract

The integration of blockchain and IoT enables promising solutions in decentralized environments in contrast with centralized systems. The blockchain brings forth features such as fault tolerance, security, and transparency of the data in IoT devices. As there is requirement of consensus among the network nodes to agree on a single-state-of-ledger, nonetheless, the extensive computational requirement for the consensus protocol becomes a limitation in resource-constrained IoT devices with limited battery, computation, and communication capabilities. This study proposes an empirical approach on the adoption of blockchain in a supply chain environment. Furthermore, a modified version of the Raft consensus protocol is proposed for use in supply-chain environment on the permissioned blockchain Hyperledger. In Raft consensus protocol, each transaction is directed to the leader node that transmits it to the follower nodes, making the leader node the bottleneck thus inhibiting the scalability and throughput of the system. This also results in high latency for the network. The modified RAFT consensus protocol (mRAFT) is based on the idea of utilizing the idle follower nodes in disseminating the vote requests and log replication messages. A detailed empirical evaluation of the solution built on Hyperledger Caliper is performed to demonstrate the applicability of the system. The improved workload division on the peers boosts the throughput and latency of the system in ordering service that enhances the overall efficiency of the system.

摘要

与集中式系统相比,区块链与物联网的集成在去中心化环境中带来了很有前景的解决方案。区块链为物联网设备中的数据带来了诸如容错、安全和透明等特性。然而,由于网络节点之间需要就单一账本状态达成共识,共识协议对计算资源的大量需求成为了电池、计算和通信能力有限的资源受限型物联网设备的一个限制因素。本研究提出了一种在供应链环境中采用区块链的实证方法。此外,还提出了一种改进版的Raft共识协议,用于在许可区块链Hyperledger上的供应链环境。在Raft共识协议中,每个交易都被导向领导节点,由该节点将其传输给跟随节点,这使得领导节点成为瓶颈,从而限制了系统的可扩展性和吞吐量。这也导致网络延迟较高。改进后的RAFT共识协议(mRAFT)基于利用空闲跟随节点来传播投票请求和日志复制消息的理念。基于Hyperledger Caliper构建的解决方案进行了详细的实证评估,以证明该系统的适用性。对等节点上改进的工作负载划分提高了系统在排序服务中的吞吐量和延迟,从而提高了系统的整体效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbe7/9325587/84a3f405ef7d/CIN2022-9228982.001.jpg

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