数据治理

一种面向双中台双链架构的内生性数据安全交互协议研究

  • 刘峰 ,
  • 杨杰 ,
  • 李志斌 ,
  • 齐佳音
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  • 1. 华东师范大学 计算机科学与技术学院, 上海 200062;
    2. 上海对外经贸大学 人工智能与变革管理研究院, 上海 200336;
    3. 华东师范大学 数据科学与工程学院, 上海 200062;
    4. 可信分布式计算与服务教育部重点实验室, 北京 100086
刘峰,男,博士研究生,研究方向为区块链、密码学、数据科学.E-mail:lsttoy@163.com

收稿日期: 2020-08-14

  网络出版日期: 2020-09-24

基金资助

国家自然科学基金(72042004)

Research on an endogenous data interaction protocol for the dual-middle platform and dual-chain architecture

  • LIU Feng ,
  • YANG Jie ,
  • LI Zhibin ,
  • QI Jiayin
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  • 1. School of Computer Science and Technology, East China Normal University, Shanghai 200062, China;
    2. Institute of Artificial Intelligence and Change Management, Shanghai University of International Business and Economics, Shanghai 200336, China;
    3. School of Data Science and Engineering, East China Normal University, Shanghai 200062, China;
    4. Key Laboratory of Trusted Distributed Computing and Services, Ministry of Education, Beijing 100086, China

Received date: 2020-08-14

  Online published: 2020-09-24

摘要

自“数据+业务”的双中台架构被提出以来, 中台间数据进行安全交互的效能显得尤为重要. 基于此, 本研究提出了一种高效的交互式协议, 在借助区块链双链结构保证数据安全可信的情况下, 改善了内生性数据在中台间交互效率低的问题. 对新协议中核心的门限签名技术进行实验模拟的结果表明新协议在链下签名、链上验签过程中比传统单一链上签名及验签的方法节省了42.1%的时间成本. 新协议对中台融合区块链技术、加快中台与区块链的广泛实践均具有积极推动作用.

本文引用格式

刘峰 , 杨杰 , 李志斌 , 齐佳音 . 一种面向双中台双链架构的内生性数据安全交互协议研究[J]. 华东师范大学学报(自然科学版), 2020 , 2020(5) : 44 -55 . DOI: 10.3969/j.issn.1000-5641.202091014

Abstract

Since dual-middle platform architecture of “data and business” was first proposed, the efficiency of secure data interaction between middle platforms has become particularly important. This paper proposes an efficient interaction protocol, while ensuring data security and credibility with the help of a blockchain dual-chain structure, to optimize the efficiency of endogenous data interaction between middle platforms. By extracting the core threshold signature technology in the new protocol, the simulation experiment showed that the protocol reduced 42.1% of the overhead time used in the off-chain signature and on-chain verification processes compared with the method for traditional single signature and on-chain verification. The new protocol will have a positive impact on the integration of blockchain technology in the middle platform and on accelerating the overall adoption of the middle platform and blockchain.

参考文献

[1] 伊夫·莫里厄, 李舒, 阮芳, 等. 平台化组织: 组织变革前沿的“前言” [J]. 哈佛商业评论, 2016(10): 108-134.
[2] 谭虎, 陈晓勇. 详解阿里云数据中台, 一篇文章全面了解大数据“网红” [EB/OL]. 阿里数据. (2019-09-23) [2020-07-14]. https://dp.alibaba.com/exchange/article?spm=a215hz.13439232.0.0.b2f54aa0InEHIF&articleId=28.
[3] 邓立君. 数据中台与大数据中心分析 [J]. 电子世界, 2019(22): 85-86
[4] 宫志奇. 浅谈业务中台在港口的应用和挑战 [J]. 计算机产品与流通, 2019(10): 165
[5] 赵冠东, 张才俊, 欧阳红, 等. 基于业务中台的全渠道运营支撑平台架构设计研究 [J]. 供用电, 2019(6): 67-71
[6] 付威. 东方金信数据中台 [J]. 软件和集成电路, 2019(8): 98
[7] LI Z, YANG Y. RRect: A novel server-centric data center network with high power efficiency and availability [J]. IEEE Transactions on Cloud Computing, 2018: 914-927.
[8] WIN N W, THEIN T. An efficient big data analytics platform for mobile devices [J]. International Journal of Computer Science and Information Security, 2015, 13(9): 1-10.
[9] ANTHONY A, SHIH Y K, JIN R, et al. Leveraging a graph-powered, real-time recommendation engine to create rapid business value [C]// Proceedings of the 10th ACM Conference on Recommender Systems. 2016: 385-386.
[10] 毕娅, 周贝, 冷凯君, 等. 基于双链架构的医药商业资源公有区块链 [J]. 计算机科学, 2018, 45(2): 40-47
[11] GAI K, CHOO K K R, ZHU L. Blockchain-enabled reengineering of cloud datacenters [J]. IEEE Cloud Computing, 2018, 5(6): 21-25.
[12] LI H C, GAI K K, FANG Z K, et al. Blockchain-enabled Data Provenance in Cloud Datacenter Reengineering [C]// Proceedings of the 2019 ACM International Symposium on Blockchain and Secure Critical (BSCI’19). New York: Association for Computing Machinery, 2020: 68-74.
[13] SHOUP V. Practical threshold signatures [C]// International Conference on the Theory and Applications of Cryptographic Techniques. Berlin: Springer-Verlag, 2000: 207-220.
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