联邦生态:从联邦数据到联邦智能

Federated ecology: from federated data to federated intelligence

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.