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大数据技术介绍

大数据不再"只是炒作",而是借助人工智能技术堆栈,广泛应用于我们业务、政府和组织几乎所有方面。它的影响远远超出了简单的技术创新,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;接着讨论大数据的特点,即从3V到10V的大数据。然后,该章介绍了用于组织构建大数据应用的技术堆栈,从基础结构/平台/生态系统到构造的单元和组件。最后,我们提供一些大数据在线资源供参考。

原文题目:Introduction to Big data Technology

原文: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.

原文链接: https://arxiv.org/abs/2104.08062

原文作者: Bilal Abu-Salih, Pornpit Wongthongtham, Dengya Zhu, Kit Yan Chan, Amit Rudra

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https://cloud.tencent.com/developer/article/1816042

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