High Availability Architecture Design and Optimization Practice of Cloud Computing Platform

Authors

  • Yifan Yang Viterbi school of Engineering, University of Southern California, Los Angeles, CA, 90089, USA Author

Keywords:

cloud computing platform, high availability architecture, fault tolerance mechanism, fault recovery, big data monitoring

Abstract

In order to ensure service availability and continuous operation of cloud computing platform services, it is necessary to study and optimize the high availability architecture of cloud computing platform. Based on the development history of the high availability architecture of cloud computing platforms, this paper analyzes and studies the basic principles of high availability design. It first discusses how to apply various redundancy strategies to solve hardware redundancy problems, then focuses on addressing network redundancy issues, and finally provides corresponding solutions. It also provides how to improve the troubleshooting ability and rapid recovery ability of the system by adopting containerized architecture and big data monitoring.

References

1. B. R. Cherukuri, "Development of design patterns with adaptive user interface for cloud native microservice architecture using deep learning with IoT," in Proc. IEEE Int. Conf. Comput., Power Commun. Technol. (IC2PCT), Greater Noida, India, 2024, pp. 1866-1871, doi: 10.1109/IC2PCT60090.2024.10486720.

2. C. Cai, N. X. Zhao, R. N. Xiao, and X. Z. Wang, "Study on prosperity index system and warning monitoring of road freight transport market based on big data," J. Highw. Transp. Res. Dev. (Engl. Ed.), vol. 17, no. 4, pp. 59-67, 2023, doi: 10.1061/JHTRCQ.0000882.

3. X. Xu, S. Zang, M. Bilal, X. Xu, and W. Dou, "Intelligent architecture and platforms for private edge cloud systems: A review," Future Gener. Comput. Syst., 2024, doi: 10.1016/j.future.2024.06.024.

4. D. Mwale, L. Manda-Taylor, A. Likumbo, M. B. Van Hensbroek, J. Calis, W. Janssens, et al., "PP044 Topic: AS04–Emerging sciences, methodologies, big data and technology: Monitoring critically ill children in Malawi: A qualitative study," Pediatr. Crit. Care Med., vol. 25, no. 11S, p. e34, 2024, doi: 10.1097/01.pcc.0001084800.19764.b6.

5. D. Xie, "Application of big data association rule algorithm in accounting network security monitoring and accounting sys-tem," Procedia Comput. Sci., vol. 247, pp. 327–334, 2024, doi: 10.1016/j.procs.2024.10.038.

Downloads

Published

29 April 2025

Issue

Section

Article

How to Cite

Yang, Y. (2025). High Availability Architecture Design and Optimization Practice of Cloud Computing Platform. European Journal of AI, Computing & Informatics, 1(1), 107-113. http://pinnaclepubs.com/index.php/EJACI/article/view/80