Research on Virtual Subsystem Architecture of Intelligent Data Platform

被引：0
|
作者：
Gao, Lu [1 ]
Yang, MingChuan [1 ]
Qian, Bing [1 ]
机构：
[1] China Telecom Corp Ltd, Beijing Res Inst, Beijing, Peoples R China
来源：
2022 7TH INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION ENGINEERING, ICRAE | 2022年
关键词：
intelligent data platform; virtual subsystem; distributed machine learning; BIG DATA;
D O I：
10.1109/ICRAE56463.2022.10056225
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper introduces the current development of distributed machine learning, federated learning and big data platform, then proposes a virtual subsystem architecture of intelligent data platform based on algorithm model, data model, resource model and security model. At the same time, the technical details of resource model scheduling, the definition of security model, the construction principle of virtual subsystem are stated. In addition, this paper also introduces the practical application of the architecture from two aspects: subsystem construction and data processing flow.
引用
收藏
页码：396 / 400
页数：5
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