基于Fisco-Bcos平台的区块链系统性能精确分析模型

许鸣睿; 姚玉才; 朱晓荣

doi:10.11959/j.issn.1000-0801.2023013

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基于Fisco-Bcos平台的区块链系统性能精确分析模型

研究与开发 | 更新时间：2024-06-05

- 基于Fisco-Bcos平台的区块链系统性能精确分析模型
- A Fisco-Bcos platform based accurate performance analysis model of blockchain system
- 电信科学 2023年39卷第1期页码：79-91
- 作者机构：
  
  1. 南京邮电大学，江苏南京 210003
  2. 南京深业智能化系统工程有限公司，江苏南京 210018
- 作者简介：
  
  [ "许鸣睿（1998- ），男，南京邮电大学硕士生，主要研究方向为区块链和联邦学习等" ]
  [ "姚玉才（1975- ），男，南京深业智能化系统工程有限公司副总裁、正高级工程师，主要研究方向为物联网、智慧社区、智慧园区建设等" ]
  [ "朱晓荣（1977- ），女，南京邮电大学通信与信息工程学院教授、博士生导师，主要研究方向为5G/6G通信系统、物联网、区块链等关键技术及系统" ]
- 基金信息：
  
  国家自然科学基金资助项目;The National Natural Science Foundation of China(92067101);江苏省高校“青蓝工程”和江苏省重点研发计划项目;Program to Cultivate Middle-aged and Young Science Leaders of Universities of Jiangsu Province and Key Research and Development Plan of Jiangsu Province(BE2021013-3)
- DOI：10.11959/j.issn.1000-0801.2023013
  中图分类号： TN915.81
- 网络出版日期：2023-01，
  
  纸质出版日期：2023-01-20
- 稿件说明：
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许鸣睿, 姚玉才, 朱晓荣. 基于Fisco-Bcos平台的区块链系统性能精确分析模型[J]. 电信科学, 2023,39(1):79-91.

Mingrui XU, Yucai YAO, Xiaorong ZHU. A Fisco-Bcos platform based accurate performance analysis model of blockchain system[J]. Telecommunications science, 2023, 39(1): 79-91.
许鸣睿, 姚玉才, 朱晓荣. 基于Fisco-Bcos平台的区块链系统性能精确分析模型[J]. 电信科学, 2023,39(1):79-91. DOI： 10.11959/j.issn.1000-0801.2023013.

Mingrui XU, Yucai YAO, Xiaorong ZHU. A Fisco-Bcos platform based accurate performance analysis model of blockchain system[J]. Telecommunications science, 2023, 39(1): 79-91. DOI： 10.11959/j.issn.1000-0801.2023013.

摘要

为了解决区块链系统实际部署面临的性能难以估计、所需的硬件设施性能难以确定等问题，建立了不同网络结构下基于模型和数据融合的区块链网络吞吐量精确表达模型。通过分析实用拜占庭容错（practical Byzantine fault tolerance，PBFT）算法区块链系统的交易流程，综合考虑网络拓扑结构、采用的共识算法、节点的通信方式等状况，基于大量实际数据建立了Fisco-Bcos区块链平台的交易吞吐量（transaction per second， TPS）精确表达模型。实际的区块链系统测试结果表明，本文建立的 TPS 预测模型可以在不同的网络结构下保持较高的预测精确度。

Abstract

In order to solve the problems such as difficult to estimate the performance of blockchain system and determine the requirement of hardware facilities

an accurate model of blockchain TPS based on model and data was established under different network structures.Considering the network architecture

the consensus algorithm

the communication of nodes and other elements

the precise model of TPS was established based on the blockchain transaction model of Fisco-Bcos platform and a large amount of actual data fitting.Through the TPS test of the actual blockchain system

the results show that the prediction TPS model established can maintain high prediction accuracy under different network architecture.

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Keywords

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