Research on Big Data Reference Architecture Model

被引:0
|
作者
Luo Xiaofeng [1 ]
Luo Jing [1 ]
机构
[1] Sichuan Police Coll, Dept Comp Sci & Technol, Luzhou, Peoples R China
关键词
big data; reference model; value chain; QoIs; role introduction;
D O I
10.1109/icaibd49809.2020.9137451
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For ISO / / IEC TS 25011:2017 some deficiencies of big data reference system. In this paper, we redesigned the big data reference system structure model, and proposed a goal (big data information service quality), three chains (information value chain, information technology value chain and information assurance value chain) and five roles (big data application provider, big data framework provider and big data information assurance provider) 1-3-5 model of data provider and data consumer, and all the attributes of the model are described. In the part of big data information service quality, the deficiencies in ISO / / IEC TS 25011:2017 are corrected. Then, the basic system of big data is proposed. Under the big data reference architecture model proposed in this paper, compared with some other typical models, the conclusion is that other typical models can be replaced completely.
引用
收藏
页码:205 / 209
页数:5
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