云计算在大数据分析中的应用比较研究

Wei Chun Lew, Muhammad Ehsan Rana, Vazeerudeen Abdul Hameed
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引用次数: 4

摘要

大数据与云计算携手并进。云计算可以实现更大规模、更高效的实时处理和分析。本文旨在了解大数据分析在云基础设施中的应用。讨论从大数据分析中通过云计算实现的各种用例和应用程序开始。本研究还讨论了组织在实施和利用云计算过程中面临的挑战。云部署模型、云服务和特性也是讨论的一部分。最后,对三家大型云提供商进行比较,以严格审查这些提供商提供的大数据分析服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comparative Investigation on the Use of Cloud Computing for Big Data Analytics
Big data is working hand in hand with cloud computing. Cloud computing can enable real-time processing and analysis at a bigger scale and efficiently. This paper aims to understand the use of big data analytics in the cloud infrastructure. The discussion begins with various use cases and applications that are implemented via cloud computing in big data analytics. This research also discusses the organization's challenges during the implementation and utilization of cloud computing. Cloud deployment models, cloud services and feature are also part of the discussion. Finally, a comparison between three big cloud providers is drawn to critically review the services offered by these providers with respect to their offerings for big data analytics.
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