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Introduction to Big data Technology
arXiv - CS - Other Computer Science Pub Date : 2021-04-15 , DOI: arxiv-2104.08062
Bilal Abu-Salih, Pornpit Wongthongtham, Dengya Zhu, Kit Yan Chan, Amit Rudra

Big data is no more "all just hype" but widely applied in nearly all aspects of our business, governments, and organizations with the technology stack of AI. Its influences are far beyond a simple technique innovation but involves all rears in the world. This chapter will first have historical review of big data; followed by discussion of characteristics of big data, i.e. from the 3V's to up 10V's of big data. The chapter then introduces technology stacks for an or-ganization to build a big data application, from infrastruc-ture/platform/ecosystem to constructional units and components. Finally, we provide some big data online resources for reference.

中文翻译:

大数据技术导论

大数据不再只是“大肆宣传”,而是已广泛应用于具有AI技术堆栈的我们业务,政府和组织的几乎所有方面。它的影响远远不只是简单的技术创新,而是涉及世界上所有的后方。本章将首先对大数据进行历史回顾。然后讨论大数据的特性,即从3V到10V的大数据。然后,本章介绍了用于组织构建大数据应用程序的技术堆栈,从基础架构/平台/生态系统到建筑单元和组件。最后,我们提供一些大数据在线资源以供参考。
更新日期:2021-04-19
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