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工业大数据云 利用大数据集推动创新、竞争和增长 被引量:5

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摘要 引言工业企业已进入了"大数据"时代,企业所管理数据的规模、种类和复杂度都在以前所未有的速度呈爆炸式增长。据麦肯锡咨询公司统计,"制造业的数据存储量高于其它行业——2010年的新数据存储量接近2EB"。大数据源自各种系统、设备和应用程序数据量的激增,使用传统软件解决方案,在可以接受的时间内完成这些数据的采集、管理和处理会非常困难。
机构地区 GE智能平台
出处 《自动化博览》 2012年第12期40-42,共3页 Automation Panorama1
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同被引文献86

  • 1Wu X D, Zhu X Q, Wu G Q, Ding W. Data mining with big data. IEEE Transactions on Knowledge and Data Engi- neering, 2014, 26(1): 97-107.
  • 2Syed A R, Gillela K, Venugopal C. The future revolution on big data. International Journal of Advanced Research in Computer and Communication Engineering, 2013, 2(6): 2446-2451.
  • 3Condliffe J. The problem with big data is that nobody und- erstands it [Online], available: http://gizmodo.com/59062- 04/the-problem-wit h-big-dat a-is-t hat- nobody-understan- ds-it, April 30, 2012.
  • 4Manyika J, Chui M, Brown B, Bughin J, Dobbs R, Roxburgh C, Byers A H. Big data: the next frontier for innovation, competition, and productivity. McKinsey Global Institute Report [Online], available: http://www.mckinsey.com/insig hts/mgi/research/technology_and_innovation/big_data_the_ next_frontier_for_innovation, June, 2011.
  • 5Halevi G, Moed H. The Evolution of big data as a research and scientific topic: overview of the literature. Special Issue on Big Data, Research Trends, 2012, (30): 1-37.
  • 6Ginsberg J, Mohebbi M H, Patel R S, Brammer L, Smolinski M S, Brilliant L. Detecting influenza epidemics using search engine query data. Nature, 2009, 457(7232): 1012-1014.
  • 7Preis T, Moat H S, Stanley H E. Quantifying trading be- havior in financial markets using Google trends. Scientific Reports, 2013, 3:1684.
  • 8钟路音.工业数据增速是其他大数据领域的两倍.人民邮电报.
  • 9Industrial Big Data. Know the future-automate processes. Software for data analysis and accurate forecasting IOn- line], available: http://differentia.co/qlikview/docs/Blue- Yonder-White-Paper-Industrial-Big-Data.pdf, October 23, 2015.
  • 10Obitko M, Jirkovsk: V, Bezdfek J. Big data challenges in industrial automation. Industrial Applications of Holonic and Multi-Agent Systems, Lecture Notes in Computer Sci- ence. Berlin Heidelberg: Springer, 2013, 8062:305-316.

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