Chinese Journal of Intelligent Science and Technology ›› 2020, Vol. 2 ›› Issue (4): 305-313.doi: 10.11959/j.issn.2096-6652.202033

• Review Intelligence •     Next Articles

Federated ecology: from federated data to federated intelligence

Fei-Yue WANG1,2, Yanfen WANG3, Yizhu CHEN1, Yonglin TIAN1, Hongwei QI4, Xiao WANG1,2, Weishan ZHANG5, Jun ZHANG6, Yong YUAN7   

  1. 1 The State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
    2 Qingdao Academy of Intelligent Industries, Qingdao 266109, China
    3 College of Resources and Environments, University of Chinese Academy of Sciences, Beijing 100049, China
    4 Datatang (Beijing) Technology Co., Ltd., Beijing 100192, China
    5 College of Computer Science and Technology, China University of Petroleum, Qingdao 266580, China
    6 School of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, China
    7 Department of Mathematics, Renmin University of China, Beijing 100872, China
  • Revised:2020-12-01 Online:2020-12-15 Published:2020-12-01


In view of the widespread isolated data island in the era of big data, the basic framework of federated ecology was proposed, and its construction and operation mechanism were discussed.Federated ecology was based on the premise of controllable data privacy, supported by blockchain technology and driven by federated intelligence.It realized data federation by means of federated control, and realized federated service through federated management.Federated ecology provides a new way to address the problem of isolated data island, gives full play to the potential of big data and artificial intelligence, and then realizes federated intelligence.

Key words: federated ecology, blockchain, federated intelligence

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