苏州科技大学学报(自然科学版)2024,Vol.41Issue(2) :77-84.DOI:10.12084/j.issn.2096-3289.2024.02.012

面向物联数据的改进分片方案设计

Improved sharding scheme design for IoT data

索梓翔 戴欢 唐朕 刘文豪
苏州科技大学学报(自然科学版)2024,Vol.41Issue(2) :77-84.DOI:10.12084/j.issn.2096-3289.2024.02.012

面向物联数据的改进分片方案设计

Improved sharding scheme design for IoT data

索梓翔 1戴欢 1唐朕 1刘文豪1
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作者信息

  • 1. 苏州科技大学电子与信息工程学院,江苏苏州 215009
  • 折叠

摘要

为提升区块链在物联数据处理中的吞吐量,减轻其存储压力,分片技术被广泛认为是一种有效解决方案.论文提出一种改进的节点分片方案,旨在考虑节点信任分片差异,通过节点处理不同类型物联数据计算其信任分数并划分信任等级,将不同信任等级的节点合理地分配至各个分片,以确保各分片拥有相近的信任值,并控制各分片内均存在不同信任等级的节点,减少区块链系统崩溃的概率.同时,考虑节点之间通信延迟以及分片内节点数,有效降低了分片间的通信延迟.仿真实验表明,相较于Monoxide和Rapidchain方案,论文提出的改进分片方案降低了区块链系统的通信延迟和崩溃概率,显著提高了区块链系统的吞吐量和安全性.

Abstract

To enhance the throughput of blockchain in the processing of IoT data and alleviate its storage con-straints,sharding technology is widely regarded as an effective solution.This paper presents an improved node sharding scheme aimed at considering variations in node trustworthiness.It accomplishes this by calculating trust scores for nodes handling different types of IoT data and segregating them into trust levels.Subsequently,nodes of different trust levels are logically assigned to various shards to ensure uniform trust values within each shard.This strategy also regulates the presence of different trust level nodes within each shard,thereby reducing the probability of blockchain system crashes.Moreover,the scheme takes into account communication latency among nodes and the number of nodes within each shard,effectively reducing inter-shard communication latency.Simu-lation experiments demonstrate that compared to the Monoxide and Rapidchain schemes,the proposed improved sharding scheme decreases communication latency and the likelihood of system crashes,significantly enhancing both the throughput and security of the blockchain system.

关键词

区块链/物联网/分片技术/节点分配/信任等级

Key words

blockchain/internet of things/sharding technology/node assignment/trust level

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基金项目

国家自然科学基金项目(61972156)

出版年

2024
苏州科技大学学报(自然科学版)
苏州科技学院

苏州科技大学学报(自然科学版)

影响因子:0.185
ISSN:2096-3289
参考文献量3
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