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arXiv 2408.06331cs.NIcs.CR

区块链在智能系统中的集成:实时传感器数据存储的问题与机遇

Integration of blockchain in smart systems: problems and opportunities for real-time sensor data storage

Naseem Alsadi, Syed Zaidi, Mankaran Rooprai, Stephen A. Gadsden, John Yawney

AI总结:

本文研究了区块链用于智能系统实时传感器数据存储的实用性,分析了可扩展性、延迟等部署难题及成因与对策,提出了新型实验设置并分析了该方案的优缺点。

摘要:

物联网(IoT)及其他新兴普适技术正推动智能系统快速普及,这凸显了对安全、开放、去中心化数据存储解决方案的需求。区块链凭借其固有的去中心化和不可篡改性,成为满足这些需求的潜在解决方案。然而,将区块链集成到实时传感器数据存储系统中的实用性仍是一个需要深入研究的课题。尽管区块链有望提供无与伦比的数据安全性和可审计性,但其一些固有特性,即可扩展性限制、交易延迟以及不断攀升的存储需求,阻碍了它在实时传感器典型的高频、海量数据场景中的无缝部署。本文对这些难题展开了系统研究,阐明了其根本原因、潜在影响以及可行的应对策略。此外,我们提出了一种新颖的实用实验设置,并对智能系统应用中的区块链进行了分析,还深入讨论了在智能系统生态中部署基于区块链的解决方案的利弊。

英文摘要:

The internet of things (IoT) and other emerging ubiquitous technologies are supporting the rapid spread of smart systems, which has underlined the need for safe, open, and decentralized data storage solutions. With its inherent decentralization and immutability, blockchain offers itself as a potential solution for these requirements. However, the practicality of incorporating blockchain into real-time sensor data storage systems is a topic that demands in-depth examination. While blockchain promises unmatched data security and auditability, some intrinsic qualities, namely scalability restrictions, transactional delays, and escalating storage demands, impede its seamless deployment in high-frequency, voluminous data contexts typical of real-time sensors. This essay launches a methodical investigation into these difficulties, illuminating their underlying causes, potential effects, and potential countermeasures. In addition, we present a novel pragmatic experimental setup and analysis of blockchain for smart system applications, with an extended discussion of the benefits and disadvantages of deploying blockchain based solutions for smart system ecosystems.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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