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A Novel Scheduling Framework for Multi-Programming Quantum Computing in Cloud Environment

Danyang Zheng, Jinchen Xv, Feng Yue, Qiming Du, Zhiheng Wang, Zheng Shan*

Information Engineering University, Zhengzhou, 450001, China

* Corresponding Author: Zheng Shan. Email: email

Computers, Materials & Continua 2024, 79(2), 1957-1974. https://doi.org/10.32604/cmc.2024.048956

Abstract

As cloud quantum computing gains broader acceptance, a growing quantity of researchers are directing their focus towards this domain. Nevertheless, the rapid surge in demand for cloud-based quantum computing resources has led to a scarcity, which in turn hampers users from achieving optimal satisfaction. Therefore, cloud quantum computing service providers require a unified analysis and scheduling framework for their quantum resources and user jobs to meet the ever-growing usage demands. This paper introduces a new multi-programming scheduling framework for quantum computing in a cloud environment. The framework addresses the issue of limited quantum computing resources in cloud environments and ensures a satisfactory user experience. It introduces three innovative designs: 1) Our framework automatically allocates tasks to different quantum backends while ensuring fairness among users by considering both the cloud-based quantum resources and the user-submitted tasks. 2) Multi-programming mechanism is employed across different quantum backends to enhance the overall throughput of the quantum cloud. In comparison to conventional task schedulers, our proposed framework achieves a throughput improvement of more than two-fold in the quantum cloud. 3) The framework can balance fidelity and user waiting time by adaptively adjusting scheduling parameters.

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APA Style
Zheng, D., Xv, J., Yue, F., Du, Q., Wang, Z. et al. (2024). A novel scheduling framework for multi-programming quantum computing in cloud environment. Computers, Materials & Continua, 79(2), 1957-1974. https://doi.org/10.32604/cmc.2024.048956
Vancouver Style
Zheng D, Xv J, Yue F, Du Q, Wang Z, Shan Z. A novel scheduling framework for multi-programming quantum computing in cloud environment. Comput Mater Contin. 2024;79(2):1957-1974 https://doi.org/10.32604/cmc.2024.048956
IEEE Style
D. Zheng, J. Xv, F. Yue, Q. Du, Z. Wang, and Z. Shan "A Novel Scheduling Framework for Multi-Programming Quantum Computing in Cloud Environment," Comput. Mater. Contin., vol. 79, no. 2, pp. 1957-1974. 2024. https://doi.org/10.32604/cmc.2024.048956



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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