Industrial Big Data Platform Based on Open Source Software

被引:0
|
作者
Yang, Wen [1 ,2 ]
Haider, Syed Naeem [1 ]
Zou, Jian-hong [1 ]
Zhao, Qian-chuan [1 ]
机构
[1] Tsinghua Univ, Dept Automat, Ctr Intelligent & Networked Syst, Beijing 100084, Peoples R China
[2] Key Lab Space Launching Site Reliabil Technol, Haikou 570100, Peoples R China
关键词
Industrial Big Data; Open source; Industry; 4.0; Industrial Internet;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Deep integration of industrial system and information technology triggered the fourth industrial revolution-Industry 4.0 which based on cyber physical system and Industrial Big Data. Although many researchers have discussed the basic concept of industry 4.0 and Industrial Big Data, as we known no literatures about how to design and develop an Industrial Big Data platform. Business solutions are generally not open to the public, so little is known about how to achieve it. Open source big data tools have widely used in the Internet field, but it is not clear how these tools are used in the industrial field. We focus on how to use open source big data tools to build a big data platform for industrial systems and a systematically designed framework is proposed including data acquisition, transmission, processing, storage and visualization.
引用
收藏
页码:649 / 658
页数:10
相关论文
共 50 条
  • [1] Big-data platform based on open source ecosystem
    Lei J.
    Ye H.
    Wu Z.
    Zhang P.
    Xie L.
    He Y.
    1600, Science Press (54): : 80 - 93
  • [2] A study of software reliability on big data open source software
    Kumar, Ranjan
    Kumar, Subhash
    Tiwari, Sanjay K.
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2019, 10 (02) : 242 - 250
  • [3] A study of software reliability on big data open source software
    Ranjan Kumar
    Subhash Kumar
    Sanjay K. Tiwari
    International Journal of System Assurance Engineering and Management, 2019, 10 : 242 - 250
  • [4] Comparison of Big Data Analyses for Reliable Open Source Software
    Tamura, Yoshinobu
    Yamada, Shigeru
    2016 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2016, : 1345 - 1349
  • [5] A Protocol Analysis Platform Based on Open Source Software
    Li Hai
    Yu Yue-yue
    Liu Chang
    Cui Li-na
    PROCEEDINGS OF THE 2012 SECOND INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2012), 2012, : 846 - 849
  • [6] Study on Open Source Software Based on Cloud Computing Platform
    Zhu, Long
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 30 - 33
  • [7] Open-source data analysis and visualization software platform: SAGUARO
    Kim, Dae Wook
    Lewis, Benjamin J.
    Burge, James H.
    OPTICAL MANUFACTURING AND TESTING IX, 2011, 8126
  • [8] Platform based on open-source cores for industrial applications
    Bolado, M
    Posadas, H
    Castillo, J
    Huerta, P
    Sánchez, P
    Sánchez, C
    Fouren, H
    Blasco, F
    DESIGN, AUTOMATION AND TEST IN EUROPE CONFERENCE AND EXHIBITION, VOLS 1 AND 2, PROCEEDINGS, 2004, : 1014 - 1019
  • [9] EBIC: an open source software for high-dimensional and big data analyses
    Orzechowski, Patryk
    Moore, Jason H.
    BIOINFORMATICS, 2019, 35 (17) : 3181 - 3183
  • [10] Monetary donations to an open source software platform
    Krishnamurthy, Sandeep
    Tripathi, Arvind K.
    RESEARCH POLICY, 2009, 38 (02) : 404 - 414