将区块链技术应用于大数据的好处和挑战:文献综述

Thu Nguyen, K. Vo, Thu-Thuy Ta, Tu-Anh Nguven-Hoang, N. Dinh
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引用次数: 1

摘要

区块链和大数据是信息技术领域两项极具潜力和影响力的技术。大数据研究应用于社会的许多领域。然而,大数据具有规模大、事件时间长、结构复杂、不完整等特点。因此,大数据存在着数据安全、数据完整性、反欺诈、数据质量、数据管理、数据分析、数据挖掘等诸多挑战,需要深入研究。区块链技术具有分布式、不变性、透明性、安全性等特点。因此,将区块链技术整合到大数据中是克服这些挑战的一个有希望的解决方案。然而,区块链技术还没有真正成熟。研究人员需要确定问题所在,并找到合适的方法将区块链技术应用于大数据。在这篇文章中,我们调查和展示了一个完整的综合基地。同时介绍了大数据的云服务、应用范围、区块链大数据项目等。从那里,研究人员能够清楚地确定这个令人兴奋的主题的发展挑战和未来方向。
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The benefits and challenges of applying Blockchain technology into Big Data: A literature review
Blockchain and big data are two technologies with great potential and great influence in the field of information technology. Big data research applied in many fields of society. However, big data has features as large size, temporal events, complex structure, and incompleteness. Therefore, big data exists many challenges that need to be researched such as data security, data integrity, anti-fraud, data quality, data management, data analysis, and data mining. Blockchain technology has the characteristics of distribution, immutability, transparency, and security. Therefore, integrating blockchain technology into big data is a promising solution to overcome these challenges. However, blockchain technology is not really mature yet. Researchers need to identify the problem and have a suitable approach for applying blockchain technology to big data. In this article, we survey and present a complete picture of the integrated base. At the same time, cloud services for big data, application range, and blockchain big data projects also presented. From there, the researchers were able to clearly identify the development challenges and future directions for this exciting topic.
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