Research on elastic parallel computing environment based on cloud-native virtualization

Siyuan Yin; Menglong Hu; Wudi Cao; Zhuoheng Lv; Huan Zhao; Tao Zhang; Zhu Li; Handong Jia

doi:10.1117/12.3026316

9 February 2024 Research on elastic parallel computing environment based on cloud-native virtualization

Siyuan Yin, Menglong Hu, Wudi Cao, Zhuoheng Lv, Huan Zhao, Tao Zhang, Zhu Li, Handong Jia

Proceedings Volume 13073, Third International Conference on High Performance Computing and Communication Engineering (HPCCE 2023); 1307308 (2024) https://doi.org/10.1117/12.3026316
Event: Third International Conference on High Performance Computing and Communication Engineering (HPCCE 2023), 2023, Changsha, China

Abstract

Cloud-native virtualization technology combines virtualization technology with cloud-native computing to provide a more efficient, flexible, and scalable cloud computing environment. In the process of analysis and research in the field of bioinformatics, it is usually necessary to deal with large-scale data sets and complex computing tasks, and the demand for computing power throughout the research and development cycle is characterized by peaks and troughs. The elastic scalability of cloud-native virtualization technology allows for the expansion of computing resources according to demand, meeting the data processing and analysis requirements throughout the entire research and development cycle. By integrating virtualized InfiniBand high-speed NICs, data transfer and the execution of computational tasks are accelerated, further reducing the research and development cycle. In summary, cloud-native virtualization technology has significant application value in the field of bioinformatics, providing an efficient computing environment while saving time and costs.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Siyuan Yin, Menglong Hu, Wudi Cao, Zhuoheng Lv, Huan Zhao, Tao Zhang, Zhu Li, and Handong Jia "Research on elastic parallel computing environment based on cloud-native virtualization", Proc. SPIE 13073, Third International Conference on High Performance Computing and Communication Engineering (HPCCE 2023), 1307308 (9 February 2024); https://doi.org/10.1117/12.3026316

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KEYWORDS

Elasticity

Parallel computing

Distributed computing

Computing systems

Data communications

Bioinformatics

Cloud computing

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