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

可扩展性 计算机科学 分布式数据存储 块链 计算机数据存储 大数据 延迟(音频) 分布式计算 数据挖掘 数据库 操作系统 计算机安全 电信
作者
Tiantong Wu,Guillaume Jourjon,Kanchana Thilakarathna,Phee Lep Yeoh
出处
期刊:IEEE Transactions on Industrial Informatics [Institute of Electrical and Electronics Engineers]
卷期号:19 (9): 9766-9776 被引量:1
标识
DOI:10.1109/tii.2023.3234631
摘要

With the rapid growth of the Industrial Internet of Things (IIoT) devices, managing extensive volume of IIoT data becomes a significant challenge. While the conventional cloud storage approaches with centralised data centres suffer from high latency for large-scale IIoT data storage due to the increased communications and latency overheads, distributed storage frameworks such as blockchains have become promising solutions. In this paper, we design and analyse 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 communications constraints. Detailed data exchange protocols are presented for the data insertion and retrieval operations in MapChain-D . Based on these, theoretical analyses are provided on the space, time, and communications 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 RPi and Arduino devices, Kademlia-based distributed hash table (DHT), and Ethereum-based blockchain with proof-of-authority (PoA) 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 numbers of edge nodes in the system.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
留猪发布了新的文献求助30
1秒前
独特的富发布了新的文献求助10
1秒前
czy完成签到,获得积分10
2秒前
3秒前
我是老大应助按揭采纳,获得10
3秒前
jake完成签到,获得积分10
6秒前
复杂的兔子完成签到,获得积分10
6秒前
7秒前
8秒前
刘振扬发布了新的文献求助10
8秒前
10秒前
李健的粉丝团团长应助Takk采纳,获得10
10秒前
充电宝应助bluse033采纳,获得10
10秒前
11秒前
李依伊完成签到,获得积分10
12秒前
13秒前
15秒前
16秒前
zho发布了新的文献求助10
16秒前
沉静忆安完成签到 ,获得积分10
16秒前
Nancy发布了新的文献求助10
16秒前
陌上尘开完成签到 ,获得积分10
17秒前
马儿扎哈完成签到,获得积分10
19秒前
zorn发布了新的文献求助10
20秒前
小嘉脾气大完成签到,获得积分20
20秒前
20秒前
21秒前
Hello应助Xy采纳,获得10
22秒前
zho发布了新的文献求助10
23秒前
自己发布了新的文献求助10
24秒前
健康的修洁完成签到 ,获得积分20
25秒前
26秒前
hui关闭了hui文献求助
26秒前
wawawawahahaha完成签到 ,获得积分10
27秒前
精明的飞槐完成签到 ,获得积分10
28秒前
隐形曼青应助alex采纳,获得10
30秒前
科研发布了新的文献求助10
30秒前
英俊的铭应助nuannuan采纳,获得10
31秒前
完美的火完成签到,获得积分10
34秒前
36秒前
高分求助中
Production Logging: Theoretical and Interpretive Elements 2500
Healthcare Finance: Modern Financial Analysis for Accelerating Biomedical Innovation 2000
Agaricales of New Zealand 1: Pluteaceae - Entolomataceae 1040
Les Mantodea de Guyane Insecta, Polyneoptera 1000
지식생태학: 생태학, 죽은 지식을 깨우다 600
Crystal structures of UP2, UAs2, UAsS, and UAsSe in the pressure range up to 60 GPa 570
Mantodea of the World: Species Catalog Andrew M 500
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 纳米技术 内科学 物理 化学工程 计算机科学 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 电极
热门帖子
关注 科研通微信公众号,转发送积分 3465585
求助须知:如何正确求助?哪些是违规求助? 3058692
关于积分的说明 9062766
捐赠科研通 2749086
什么是DOI,文献DOI怎么找? 1508305
科研通“疑难数据库(出版商)”最低求助积分说明 696885
邀请新用户注册赠送积分活动 696557