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科技导报
| 专题论文 2016, 34(14): 49-59
大数据技术进展与发展趋势
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程学旗, 靳小龙, 杨婧, 徐君
作者信息
中国科学院计算技术研究所, 中国科学院网络数据科学与技术重点实验室, 北京 100190
通讯作者:
杨婧(通信作者),博士,研究方向为最优化查询、数据挖掘等,电子信箱:jyang@ict.ac.cn
Technological progress and trends of big data
Affiliations
出版时间: 2016-07-28
doi: 10.3981/j.issn.1000-7857.2016.14.006
文章导航
随着IT 技术的高速发展,世界范围内各行各业都在进行信息化变革,几乎每个行业都在努力发现和利用大数据的价值。为了充分利用大数据带来的机遇,同时有效应对大数据带来的挑战,国内外产业界、科学界和政府部门都在积极布局、制定战略规划。本文介绍大数据背景与动态,描述各国大数据政策实践及中国大数据发展的政策环境和产业界生态发展状况;阐述大数据技术的进展,梳理其生态体系和创新特点;提出大数据可视化、多学科融合、安全与隐私、深度分析等发展趋势和相关建议。
With the rapid development of IT technology, worldwide businesses are experiencing informatization changes, and almost every industry is trying to exploit and utilize the value of big data. In order to take full advantage of the opportunity while effectively dealing with the challenges brought by big data, academia, industry and government actively promote the layout adjustment and establish the holistic strategic plan. This paper first introduces the background and dynamics of big data, and expounds the national policy environment and industry development status. Then it describes the technical progress on big data, with a comprehensive overview about the technology architecture and innovative features. Finally, the development trend is forecasted and some suggestions relating to big data visualization, multidisciplinary integration, security and privacy, depth analysis etc. are proposed.
big data technology
/
information technology
/
big data ecosystem
程学旗, 靳小龙, 杨婧, 徐君.
大数据技术进展与发展趋势.
科技导报,
2016
, 34
(14)
: 49
-59
.
DOI: 10.3981/j.issn.1000-7857.2016.14.006
CHENG Xueqi, JIN Xiaolong, YANG Jing, XU Jun.
Technological progress and trends of big data[J].
Science & Technology Review ,
2016
, 34
(14)
: 49
-59
.
DOI: 10.3981/j.issn.1000-7857.2016.14.006
2016年第34卷第14期
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文章信息
doi: 10.3981/j.issn.1000-7857.2016.14.006
接收时间:2016-05-30
首发时间:2016-08-18
出版时间:2016-07-28
收稿日期:2016-05-30
修回日期:2016-06-28
通讯作者:
杨婧(通信作者),博士,研究方向为最优化查询、数据挖掘等,电子信箱:jyang@ict.ac.cn
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2016.14.006
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2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
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