Design and implementation of the big data processing system based on cloud computing
DOI:
https://doi.org/10.54097/4hkg9296Keywords:
Cloud computing, Big data processing and data processing systemAbstract
As a product of the development of information technology, cloud computing technology has outstanding advantages in data processing. Therefore, cloud computing technology has been widely used in the field of big data processing. Building a big data processing system based on cloud computing technology can not only improve the efficiency of data processing, but also effectively reduce the cost of data processing. In this paper, the design and implementation of the big data processing system based on cloud computing are taken as the research object, which first introduces the relevant knowledge of cloud computing and big data processing technology, then analyzes the requirements of the system, and designs the overall architecture and functional module of the system, and finally the system is tested. The results show that the system can effectively handle large data with good stability and scalability.
References
[1] Ji, Changqing, et al. "Big data processing in cloud computing environments." 2012 12th international symposium on pervasive systems, algorithms and networks. IEEE, 2012.
[2] Yao, Qin, et al. "Design and development of a medical big data processing system based on Hadoop." Journal of medical systems 39 (2015): 1-11.
[3] Wang, Lizhe, et al. "pipsCloud: High performance cloud computing for remote sensing big data management and processing." Future Generation Computer Systems 78 (2018): 353-368.
[4] Yang, Chao-Tung, et al. "Implementation of a big data accessing and processing platform for medical records in cloud." Journal of medical systems 41 (2017): 1-28.
[5] Abid, Ahlem, Farah Jemili, and Ouajdi Korbaa. "Real-time data fusion for intrusion detection in industrial control systems based on cloud computing and big data techniques." Cluster Computing 27.2 (2024): 2217-2238.
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.