FDSS: Flight data sharing scheme based on blockchain with dynamic, secure and efficient consensus algorithm

IF 4.4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Feiyi Xu , Shihao Hu , Ying Sun , Xiaoxuan Hu , Jin Qi , Yanfei Sun , Zhenjiang Dong
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引用次数: 0

Abstract

As the number of data providers and the volume of data in flight data sharing networks continue to grow, achieving secure and efficient sharing of flight data across multiple institutions faces significant challenges. The phenomenon of data silos is prevalent, severely hindering the flow and utilization of information. To address these issues, this paper proposes a flight data sharing scheme (FDSS) that integrates cloud computing and blockchain. In this scheme, we propose a separation mechanism of metadata on-chain storage and entity data off-chain storage, which effectively improves the data storage efficiency. At the same time, we also offload the complex computation tasks during data access to the edge servers for processing, which realizes the refinement of data access and reduces the computation burden on the user side. Given that all information exchanges between data requesters and data owners are conducted via the blockchain, the block generation speed becomes critical to ensure the efficient operation of the scheme. To this end, we also make significant improvements to traditional consensus algorithms, aiming to comprehensively enhance the overall system efficiency. In the end, through in-depth theoretical analysis and experimental verification, the FDSS scheme demonstrates excellent performance and high feasibility, fully proving its great potential and value in the field of flight data sharing.
FDSS:基于区块链的飞行数据共享方案,采用动态、安全和高效的共识算法
随着飞行数据共享网络中数据提供者的数量和数据量的不断增长,实现跨多个机构安全高效的飞行数据共享面临着重大挑战。数据孤岛现象普遍存在,严重阻碍了信息的流动和利用。为了解决这些问题,本文提出了一种融合云计算和区块链的飞行数据共享方案(FDSS)。在该方案中,我们提出了元数据链上存储和实体数据链下存储的分离机制,有效地提高了数据存储效率。同时,我们还将数据访问过程中复杂的计算任务卸载到边缘服务器进行处理,实现了数据访问的精细化,减少了用户端的计算负担。由于数据请求者和数据所有者之间的所有信息交换都是通过区块链进行的,因此块生成速度对于确保方案的高效运行至关重要。为此,我们还对传统共识算法进行了重大改进,旨在全面提升系统整体效率。最后,通过深入的理论分析和实验验证,FDSS方案表现出优异的性能和较高的可行性,充分证明了其在飞行数据共享领域的巨大潜力和价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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