Yuanzhuo WANG, Xiaolong JIN, Xueqi CHENG. Innovation platform and ecology construction of big data analysis system[J]. Big Data Research, 2018, 4(1): 2018010.
DOI:
Yuanzhuo WANG, Xiaolong JIN, Xueqi CHENG. Innovation platform and ecology construction of big data analysis system[J]. Big Data Research, 2018, 4(1): 2018010. DOI: 10.11959/j.issn.2096-0271.2018010.
Innovation platform and ecology construction of big data analysis system
In view of bottlenecks in common technology and engineering faced by big data analysis in our country
such as low level of processing depth and intelligence degree in big data analysis
incoherence of big data analysis and calculation
complexity of model parameters
poor usability of big data algorithms
deficiency of analysis process
and high requirements of synergistic effect played by big data
the innovation platform of big data analysis system developed by the National Engineering Laboratory for Big Data Analysis System (BDASlab) was systematically introduced.The BDASlab will focus on supporting demonstration applications of scientific computing
government governance
social security
and other aspects.The BDASlab will radiate various fields and entire industry through an open ecological-system way
promoting development of innovation and entrepreneurship.
LI G J , CHENG X Q . Big data research:a major strategic area for future science,technology and economic and social development [J ] . Bulletin of Chinese Academy of Sciences , 2012 , 27 ( 6 ): 647 - 657
JIN X L , WANG Y Z , CHENG X Q . Research system and status quo of big data [J ] . Information and Communications Technologies , 2013 , 7 ( 6 ): 35 - 43 .
MENG X F , CI X . Big data management:concepts,techniques and challenges [J ] . Journal of Computer Research and Development , 2013 , 50 ( 1 ): 146 - 169 .
QIN X P , WANG H J , DU X Y , et al . Big data analysis—competition and symbiosis of RDBMS and MapReduce [J ] . Journal of Software , 2012 , 23 ( 1 ): 32 - 45 .
LEI J , YE H J , WU Z S , et al . Big data platform based on open source ecosystem [J ] . Journal of Computer Research and Development , 2017 , 54 ( 1 ): 80 - 93 .