- 期刊
Research on the Data Mining Platform Architecture based on Cloud Computing Thermal Processing Process
摘要
With the advent of the intelligent era, there are still many problems in the development of the basic manufacturing industry. Aiming at the data islands of industrial enterprises under the traditional industrial architecture, unclear data processing technology and low data utilization efficiency, this paper proposes a data mining platform based on cloud computing. The overview of data mining technology is designed to improve the utilization of industrial data.
參考文獻
Teng S Y, Touš M, Leong W D, et al. Recent advances on industrial data-driven energy savings: Digital twins and infrastructures[J]. Renewable and Sustainable Energy Reviews, 2021, 135: 110208.
Lu Y, Xu X. Cloud-based manufacturing equipment and big data analytics to enable on-demand manufacturing services[J]. Robotics and Computer-Integrated Manufacturing, 2019, 57: 92-102.
Dogan A, Birant D. Machine learning and data mining in manufacturing[J]. Expert Systems with Applications, 2021, 166: 114060.
C. Verma and R. Pandey, "Comparative Analysis of GFS and HDFS: Technology and Architectural landscape," 2018 10th International Conference on Computational Intelligence and Communication Networks (CICN), 2018, pp. 54-58, doi: 10.1109/CICN.2018.8864934.
Zhu Z, Tan L, Li Y, et al. PHDFS: Optimizing I/O performance of HDFS in deep learning cloud computing platform[J]. Journal of Systems Architecture, 2020, 109: 101810.