数据Mesh+:用于自主数据市场的区块链驱动的点对点数据交换模型
Mpyana Mwamba Merlec1, Hoh Peter In1,2
1Department of Computer Science and Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea.
Sensors (Basel, Switzerland)
|March 28, 2024
概括
DataMesh+提供了一个区块链驱动的解决方案,用于分散的点对点 (P2P) 数据交换,增强数据市场的信任和用户控制. 该模型确保了安全,透明和公平的数据交易,同时赋予用户完全的数据主权.
科学领域:
- 计算机科学 计算机科学
- 信息系统信息系统信息系统
- 区块链技术 区块链技术
背景情况:
- 数据是现代经济中宝贵的数字资产,在点对点 (P2P) 市场上进行交易.
- 传统的集中式数据市场缺乏信任,透明度,公平,问责和安全.
- 用户在现有平台上经常缺乏对其个人数据的控制和同意.
研究的目的:
- 提出和评估DataMesh+,一个分散的P2P数据交换模型,用于自主数据市场.
- 通过利用区块链技术来解决集中数据交易平台的局限性.
- 赋予用户完全的主权和对其数据的控制权.
主要方法:
- 设计和实施一个区块链驱动的去中心化P2P数据交换模型 (DataMesh+).
- 利用基于区块链的智能合约来实现安全和透明的数据交易.
- 实验测试和验证,以评估模型的可接受性和可靠性.
- 评估安全性和性能,包括智能合约成本和网络性能.
主要成果:
- 通过设计和实施证明了DataMesh+模型的可行性.
- 实验验证证了模型在数据交换中的可接受性和可靠性.
- 安全性和性能评估提供了对交易成本和网络效率的见解.
结论:
- DataMesh+为数据市场提供了一个可行的,以用户为中心的去中心化解决方案.
- 这种基于区块链的方法提高了数据交易中的信任,透明度,公平性和安全性.
- 用户在拟议的市场模式中获得了对其数据的完全主权和控制权.
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