MapChain-D: A Distributed Blockchain for IIoT Data Storage and Communications

【Author】 Wu, Tiantong; Jourjon, Guillaume; Thilakarathna, Kanchana; Yeoh, Phee Lep

【Source】IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

【影响因子】11.648

【Abstract】With the rapid growth of Industrial Internet of Things (IIoT) devices, managing an extensive volume of IIoT data becomes a significant challenge. While the conventional cloud storage approaches with centralized data centers suffer from high latency for large-scale IIoT data storage due to increased communication and latency overheads, distributed storage frameworks, such as blockchains, have become promising solutions. In this article, we design and analyze a dual-blockchain framework for secure and scalable distributed data management in large-scale IIoT networks. The proposed framework, named MapChain-D, consists of a data chain that is mapped to an index chain to provide efficient data storage and lookup. MapChain-D is designed for practical IIoT applications with storage, latency, and communication constraints. Detailed data exchange protocols are presented for data insertion and retrieval operations in MapChain-D. Based on these, theoretical analyses are provided on the space, time, and communication complexities of MapChain-D compared with conventional single-chain frameworks with local and distributed data storage. We implement our MapChain-D prototype using open-source LoRaWAN communications with multiple Raspberry Pi and Arduino devices, Kademlia-based distributed hash table, and Ethereum-based blockchain with proof-of-authority consensus. Experimental results from our prototype show that MapChain-D is more suitable to be deployed on resource-constrained IIoT devices. We also highlight the scalability and flexibility of MapChain-D with different number of edge nodes in the system.

【Keywords】Distributed hash table (DHT) blockchain; low-latency data insertion and retrieval; secure and scalable data storage

【发表时间】2023 SEP

【收录时间】2023-08-23

【文献类型】实验仿真

【主题类别】

区块链技术-协同技术-物联网