Towards scalability improvements of HybriD-GM quantum simulator

Resumo


Currently quantum computers require specialized hardware to be used, until they become more feasibly the testing of quantum algorithms is done by simulation, which is a task of high temporal and spacial complexity. To address this issue, the HybriD-GM simulator, and many others around the world, are under research and improvement, this paper is an ongoing work on improvements for the multi-core support of the HybriD-GM simulator, the experiments are done with the Shor and Grover algorithms, while varying the number of cores and qubits for each, to improve the scalability the removal of critical regions by the usage of tasks and other OpenMP resources is exploited, and the study about the impact of others variables on the simulator is already planned, as well improvements for future works on the GPU, and GPU-CPU approaches and expansion to distributed computing for horizontal scalability of the system.

Palavras-chave: Quantum Computing Simulation, Scalability, Parallel Computing

Referências

Amy, M. and Gheorghiu, V. (2020). staq: A full-stack quantum processing toolkit. Quantum Science and Technology, 5(3). https://doi.org/10.1088/2058-9565/ab9359

Avila, A., Santos, H., Cruz, A., de Souza, S. X., Lucca, G., Moura, B., Yamin, A., and Reiser, R. (2023). HybriD-GM: A framework for quantum computing simulation targeted to hybrid parallel architectures. Entropy, 25(3). https://doi.org/10.3390/e25030503

da Silva, A. B. N., Cunha, D. A. M., Silva, V. R. G., de A. Furtunato, A. F., and de Souza, S. X. (2019). PaScal viewer: A tool for the visualization of parallel scalability trends. In Programming and Performance Visualization Tools, pages 250–264. Springer International Publishing. https://doi.org/10.1007/978-3-030-17872-7_15

Guerreschi, G. G., Hogaboam, J., Baruffa, F., and Sawaya, N. P. D. (2020). Intel quantum simulator: a cloud-ready high-performance simulator of quantum circuits. Quantum Science and Technology, 5(3). https://doi.org/10.1088/2058-9565/ab8505

Jones, T., Brown, A., Bush, I., and Benjamin, S. C. (2019). QuEST and high performance simulation of quantum computers. Scientific Reports, 9(1). https://doi.org/10.1038/s41598-019-47174-9
Publicado
09/10/2023
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COELHO, João Vítor Venceslau; DE ÁVILA, Anderson Braga; DE SOUZA, Samuel Xavier; REISER, Renata Hax Sander. Towards scalability improvements of HybriD-GM quantum simulator. In: WORKSHOP-ESCOLA DE INFORMÁTICA TEÓRICA (WEIT), 7. , 2023, Rio Grande/RS. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2023 . p. 139-143. DOI: https://doi.org/10.5753/weit.2023.26608.