Federated ecology: from federated data to federated intelligence
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 dr...
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| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | zho |
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POSTS&TELECOM PRESS Co., LTD
2020-12-01
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| Series: | 智能科学与技术学报 |
| Subjects: | |
| Online Access: | http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202033 |
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| _version_ | 1846171127502602240 |
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| author | Fei-Yue WANG Yanfen WANG Yizhu CHEN Yonglin TIAN Hongwei QI Xiao WANG Weishan ZHANG Jun ZHANG Yong YUAN |
| author_facet | Fei-Yue WANG Yanfen WANG Yizhu CHEN Yonglin TIAN Hongwei QI Xiao WANG Weishan ZHANG Jun ZHANG Yong YUAN |
| author_sort | Fei-Yue WANG |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-89a1ea6e88f640149c0c7f932c15a218 |
| institution | Kabale University |
| issn | 2096-6652 |
| language | zho |
| publishDate | 2020-12-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 智能科学与技术学报 |
| spelling | doaj-art-89a1ea6e88f640149c0c7f932c15a2182024-11-11T06:52:10ZzhoPOSTS&TELECOM PRESS Co., LTD智能科学与技术学报2096-66522020-12-01230531359638254Federated ecology: from federated data to federated intelligenceFei-Yue WANGYanfen WANGYizhu CHENYonglin TIANHongwei QIXiao WANGWeishan ZHANGJun ZHANGYong YUANIn 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.http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202033federated ecology;blockchain;federated intelligence |
| spellingShingle | Fei-Yue WANG Yanfen WANG Yizhu CHEN Yonglin TIAN Hongwei QI Xiao WANG Weishan ZHANG Jun ZHANG Yong YUAN Federated ecology: from federated data to federated intelligence 智能科学与技术学报 federated ecology;blockchain;federated intelligence |
| title | Federated ecology: from federated data to federated intelligence |
| title_full | Federated ecology: from federated data to federated intelligence |
| title_fullStr | Federated ecology: from federated data to federated intelligence |
| title_full_unstemmed | Federated ecology: from federated data to federated intelligence |
| title_short | Federated ecology: from federated data to federated intelligence |
| title_sort | federated ecology from federated data to federated intelligence |
| topic | federated ecology;blockchain;federated intelligence |
| url | http://www.cjist.com.cn/thesisDetails#10.11959/j.issn.2096-6652.202033 |
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