摘要
针对大数据时代广泛存在的数据孤岛问题,从整体入手,提出了联邦生态的基本框架,并探讨了其结构和运行机制。联邦生态以数据隐私可控为前提,以区块链技术为支撑,以联邦智能为驱动,借助联邦控制实现数据联邦化,通过联邦管理实现服务联邦化。为打破数据孤岛问题,联邦生态充分发挥了大数据和人工智能的潜力,进而为实现联邦智能提供了一种新的思路。
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.
作者
王飞跃
王艳芬
陈薏竹
田永林
齐红威
王晓
张卫山
张俊
袁勇
WANG Fei-Yue;WANG Yanfen;CHEN Yizhu;TIAN Yonglin;QI Hongwei;WANG Xiao;ZHANG Weishan;ZHANG Jun;YUAN Yong(The State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China;Qingdao Academy of Intelligent Industries,Qingdao 266109,China;College of Resources and Environments,University of Chinese Academy of Sciences,Beijing 100049,China;Datatang(Beijing)Technology Co.,Ltd.,Beijing 100192,China;College of Computer Science and Technology,China University of Petroleum,Qingdao 266580,China;School of Electrical Engineering and Automation,Wuhan University,Wuhan 430072,China;Department of Mathematics,Renmin University of China,Beijing 100872,China)
出处
《智能科学与技术学报》
2020年第4期305-311,共7页
Chinese Journal of Intelligent Science and Technology
关键词
联邦生态
区块链
联邦智能
federated ecology
blockchain
federated intelligence
