|
|||||
|
|
| 大数据软件产品研发进展及挑战 | |
| 引用本文： | 刘英博,魏凯.大数据软件产品研发进展及挑战[J].科技导报(北京),2020,38(3):84-93. |
| 作者姓名： | 刘英博 魏凯 |
| 作者单位： | 1. 清华大学软件学院, 大数据系统软件国家工程实验室, 工业大数据系统与应用北京市重点实验室, 北京 100084; 2. 中国信息通信研究院, 北京 100084 |
| 基金项目： | 国家科技重点研发计划项目（2016YFB0501504）；国家自然科学基金项目（U1509213） |
| 摘 要： | 大数据技术的蓬勃发展催生了丰富的大数据应用,当今各种大数据产品形成的复杂的生态系统。从数据的存储和分析两个角度概述了大数据产品的核心技术,结合权威评测机构的结果,分析了国内市场上大数据产品的现状。未来中国大数据产品研发在开源社区的参与度、复合型人才培养、产品细分和跨学科协同创新上还需进一步努力。 |
| 关 键 词： | 大数据系统 大数据分析 NoSQL NewSQL |
| 收稿时间： | 2019-11-08 |
Big data software research and development: progresses and challenges |
|
| LIU Yingbo,WEI Kai.Big data software research and development: progresses and challenges[J].Science & Technology Review,2020,38(3):84-93. | |
| Authors: | LIU Yingbo WEI Kai |
| Institution: | 1. School of Software, National Engineering Laboratory of Big Data System Software;Beijing Key Laboratory of Industrial Big Data System and Applications, Tsinghua University, Beijing 100084, China; 2. China Academy of Information and Communications Technology, Beijing 100084, China |
| Abstract: | The rapid development of the big data technology brings about the emergence of various big data products. Today, the ecosystem based on various big data products is very large. Behind the prosperity, the current state of the development of the big data products is difficult to understand for users and practitioners. This paper reviews the core technology of the big data products from two perspectives:the data storage and analysis. Based on the results of authoritative evaluation organizations, the current situation of the big data products in the domestic market is analyzed. Looking forward to the future, China's big data product R&D needs the participations of the open source community, the cultivation of compound talents, the product segmentation and the interdisciplinary collaborative innovation. |
| Keywords: | bigdata software bigdata analysis NoSQL NewSQL |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |
| 点击此处可从《科技导报(北京)》浏览原始摘要信息 | |
| 点击此处可从《科技导报(北京)》下载免费的PDF全文 | |