区块链助力物联网大数据共享

IF 0.8 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Web Services Research Pub Date : 2021-01-01 DOI:10.4018/IJWSR.2021010104
Ting Cai, Yuxin Wu, Hui-En Lin, Yuru Cai
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引用次数: 1

摘要

最近的一项研究预测,到2025年,多达750亿个物联网(IoT)设备将连接到互联网,其中数据共享越来越需要大规模物联网应用,作为物联网市场的主要驱动力。然而,如何在复杂的多方交互数据共享中满足所有参与者的利益,同时提供安全的数据控制和管理,是构建物联网数据共享生态系统的主要挑战。在本文中,作者提出了一种基于区块链的数据共享架构,该架构支持物联网系统复杂多方交互中的安全数据监控和可管理性。首先,为了在不同数据共享方之间建立信任,作者将区块链技术应用于物联网数据共享。特别是,链上/链下协作和分片共识过程用于提高大规模区块链授权数据共享系统的效率和可扩展性。为了鼓励物联网各方积极参与共享生态的建设,作者在提出的架构中采用迭代双拍卖机制作为案例研究,以最大化各方的社会福利。最后,仿真结果表明,所提激励算法能够在保护各方隐私的同时,优化各方的数据分配,实现社会福利最大化。
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Blockchain-Empowered Big Data Sharing for Internet of Things
A recent study predicts that by 2025, up to 75 billion internet of things (IoT) devices will be connected to the internet, in which data sharing is increasingly needed by massive IoT applications as a major driver of the IoT market. However, how to meet the interests of all participants in complex multi-party interactive data sharing while providing secure data control and management is the main challenge in building an IoT data sharing ecosystem. In this article, the authors propose a blockchain-empowered data sharing architecture that supports secure data monitoring and manageability in complex multi-party interactions of IoT systems. First, to build trust among different data sharing parties, the authors apply blockchain technologies to IoT data sharing. In particular, on-chain/off-chain collaboration and sharding consensus process are used to improve the efficiency and scalability of the large-scale blockchain-empowered data sharing systems. In order to encourage IoT parties to actively participate in the construction of shared ecology, the authors use an iterative double auction mechanism in the proposed architecture to maximize the social welfare of all parties as a case-study. Finally, simulation results show that the proposed incentive algorithm can optimize data allocations for each party and maximize the social welfare while protecting the privacy of all parties.
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来源期刊
International Journal of Web Services Research
International Journal of Web Services Research 工程技术-计算机:软件工程
CiteScore
2.40
自引率
0.00%
发文量
19
审稿时长
>12 weeks
期刊介绍: The International Journal of Web Services Research (IJWSR) is the first refereed, international publication featuring the latest research findings and industry solutions involving all aspects of Web services technology. This journal covers advancements, standards, and practices of Web services, as well as identifies emerging research topics and defines the future of Web services on grid computing, multimedia, and communication. IJWSR provides an open, formal publication for high quality articles developed by theoreticians, educators, developers, researchers, and practitioners for those desiring to stay abreast of challenges in Web services technology.
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