绿色商业应用的DevOps范例与云数据分析

SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining Pub Date : 2018-05-29 DOI:10.1145/3229329.3229334

Michael J. Pawlish, A. Varde

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引用次数: 8

摘要

本文回顾了行业中DevOps(开发和运营)范式的出现，以及它与基于云的数据管理和分析在业务应用程序绿化中的影响。它把地球科学领域作为一个例子来讨论GIS(地理信息系统)的有用性。类似的权利要求可以应用于其他领域。通过调查DevOps技术的出现，以及IT向云计算和数据分析混合模型的巨大转变，本文描绘了一幅有能力对社会产生绿色影响的系统的图景。它还从隐私和安全的角度解决了问题，并总结了有待进一步研究的开放性问题。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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The DevOps Paradigm with Cloud Data Analytics for Green Business Applications

This paper reviews the emergence of the DevOps (development and operations) paradigm in the industry and the influence it has along with cloud based data management and analytics in the greening of business applications. It considers the geoscience domain as an example discussing usefulness in a GIS (geographic information system). Similar claims can be applied to other domains. Investigating the emergence of DevOps technologies and examining the dramatic shift in IT towards cloud and hybrid models for data analytics, the paper paints a picture of systems that have the ability to green their impact on society. It also addresses concerns from a privacy and security perspective and concludes with open issues for further research.

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SIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining

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