An Architecture of Knowledge Cloud Based on Manufacturing Big Data

被引:0
|
作者
Zhao, Chun [1 ]
Ren, Lei [2 ]
Laili , Yuanjun [2 ]
机构
[1] Beijing Informat Sci & Technol Univ, Beijing, Peoples R China
[2] Beihang Univ, Beijing, Peoples R China
关键词
cloud manufacturing; big data; knowledge cloud; ontology;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the conception and application of cloud manufacturing getting into manufacturing enterprises, more and more enterprises begin to establish the cloud system. How to collect the knowledge generated in these systems and pro-vide it to the enterprise manufacturing cloud for use is now an important issue. This paper presents an architecture of knowledge cloud based on manufacturing big data, according to the characteristics of manufacturing big data, building a knowledge database by ontology, encapsulation the knowledge service, and finally providing the provide the support for the enterprise manufacturing cloud.
引用
收藏
页码:4176 / 4180
页数:5
相关论文
共 50 条
  • [1] Big Data in Cloud: A Data Architecture
    Oliveira e Sa, Jorge
    Martins, Cesar
    Simoes, Paulo
    [J]. NEW CONTRIBUTIONS IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, PT 1, 2015, 353 : 723 - 732
  • [2] A Cloud-based Network Architecture for Big Data Services
    Zhao, Ming
    Kumar, Arun
    Ali, G. G. Md. Nawaz
    Chong, Peter Han Joo
    [J]. 2016 IEEE 14TH INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, 14TH INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, 2ND INTL CONF ON BIG DATA INTELLIGENCE AND COMPUTING AND CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/DATACOM/CYBERSC, 2016, : 654 - 659
  • [3] Big Data Driven Edge-Cloud Collaboration Architecture for Cloud Manufacturing: A Software Defined Perspective
    Yang, Chen
    Lan, Shulin
    Wang, Lihui
    Shen, Weiming
    Huang, George G. Q.
    [J]. IEEE ACCESS, 2020, 8 (08): : 45938 - 45950
  • [4] The Knowledge Management Context of Cloud Based big Data Analytics
    Neaga, Irina
    Liu, Shaofeng
    [J]. PROCEEDINGS OF THE 15TH EUROPEAN CONFERENCE ON KNOWLEDGE MANAGEMENT (ECKM 2014), VOLS 1-3, 2014, : 1339 - 1343
  • [5] A Big Data Security Architecture Based on Blockchain and Trusted Data Cloud Center
    Qin, Peng
    Li, Wei
    Ding, Ke
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [6] Cloud Service Platform For Big Data Of Manufacturing
    Zhu Haiping
    Xu Yu
    Liu Qin
    Rao Yunqing
    [J]. RESEARCH IN MECHANICAL ENGINEERING AND MATERIAL SCIENCE, 2014, 456 : 178 - 183
  • [7] A scientific workflow management system architecture and its scheduling based on cloud service platform for manufacturing big data analytics
    Xiu Li
    Jingdong Song
    Biqing Huang
    [J]. The International Journal of Advanced Manufacturing Technology, 2016, 84 : 119 - 131
  • [8] A scientific workflow management system architecture and its scheduling based on cloud service platform for manufacturing big data analytics
    Li, Xiu
    Song, Jingdong
    Huang, Biqing
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 84 (1-4): : 119 - 131
  • [9] SMASH: A Cloud-based Architecture for Big Data Processing and Visualization of Traffic Data
    Wu, Siqi
    Morandini, Luca
    Sinnott, Richard O.
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND DATA INTENSIVE SYSTEMS, 2015, : 53 - 60
  • [10] Research on the knowledge discovery system in intelligent manufacturing based on the big data
    Li, Jian
    Liu, Xiangyang
    Jiang, Shuming
    Wei, Zhiqiang
    Wang, Shuai
    Zhang, Jianfeng
    [J]. CIVIL, ARCHITECTURE AND ENVIRONMENTAL ENGINEERING, VOLS 1 AND 2, 2017, : 1571 - 1575