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Erschienen in: The Journal of Supercomputing 7/2024

20.12.2023

BQA: a high-performance quantum circuits scheduling strategy based on heuristic search

verfasst von: Xin-miao Chen, Shi Wang, Yong-jin Ye, Yong-zheng Wu, Bo Jiang

Erschienen in: The Journal of Supercomputing | Ausgabe 7/2024

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Abstract

Quantum computing is currently a research hotspot in both academia and industry. The inherent parallelism of quantum computers and the resulting powerful computing power will bring new solutions to many problems that are difficult for classical computers. However, due to the limitations of technical conditions, it is difficult to achieve full direct coupling of all qubits on a quantum chip. When compiling a quantum circuit onto a physical chip, it is necessary to ensure those two-qubit gates act on pairs of directly coupled qubits by inserting SWAP gates. It will cause great additional cost when a large number of SWAP gates are inserted, leading to the execution time of quantum circuits longer. In this paper, we designed a strategy based on the business of each individual qubit to insert SWAP gates, named Busy-Qubits-Avoid Strategy. On the one hand, we try to hide the time overhead incurred by the inserted SWAP gates by exploiting the uneven distribution of quantum gates over qubits. On the other hand, we also expect the inserted SWAP gates to make as little negative impact on subsequent two-qubit gates as possible. We designed a heuristic function which takes into account both of these points. Compared with Sabre and tket, we achieved a better effect. In addition, as the number of two-qubit gates increases, better optimization results will be achieved. This implies higher execution efficiency and lower decoherence error rate.

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Literatur
17.
Zurück zum Zitat Wille R, Keszocze O, Walter M, Rohrs P, Chattopadhyay A, Drechsler R (2016) Look-Ahead Schemes for Nearest Neighbor Optimization of 1d and 2d Quantum Circuits. In: 2016 21st Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 292–297. https://doi.org/10.1109/ASPDAC.2016.7428026 Wille R, Keszocze O, Walter M, Rohrs P, Chattopadhyay A, Drechsler R (2016) Look-Ahead Schemes for Nearest Neighbor Optimization of 1d and 2d Quantum Circuits. In: 2016 21st Asia and South Pacific Design Automation Conference (ASP-DAC), pp. 292–297. https://​doi.​org/​10.​1109/​ASPDAC.​2016.​7428026
19.
Zurück zum Zitat Cowtan A, Dilkes S, Duncan R, Krajenbrink A, Simmons W, Sivarajah S (2019) On the qubit routing problem. arXiv preprint arXiv:1902.08091 Cowtan A, Dilkes S, Duncan R, Krajenbrink A, Simmons W, Sivarajah S (2019) On the qubit routing problem. arXiv preprint arXiv:​1902.​08091
20.
Zurück zum Zitat Molavi A, Xu A, Diges M, Pick L, Tannu S, Albarghouthi A (2022) Qubit mapping and routing via maxsat. In: 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), pp 1078–1091. IEEE Molavi A, Xu A, Diges M, Pick L, Tannu S, Albarghouthi A (2022) Qubit mapping and routing via maxsat. In: 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), pp 1078–1091. IEEE
22.
Zurück zum Zitat Bapat A, Childs AM, Gorshkov AV, Schoute E (2023) Advantages and limitations of quantum routing. PRX Quant 4(1):010313CrossRef Bapat A, Childs AM, Gorshkov AV, Schoute E (2023) Advantages and limitations of quantum routing. PRX Quant 4(1):010313CrossRef
23.
Zurück zum Zitat Li G, Ding Y, Xie Y (2019) Tackling the Qubit Mapping Problem for Nisq-Era Quantum Devices. In: Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems. ASPLOS ’19, pp 1001–1014. Association for Computing Machinery, New York, NY, USA. https://doi.org/10.1145/3297858.3304023 Li G, Ding Y, Xie Y (2019) Tackling the Qubit Mapping Problem for Nisq-Era Quantum Devices. In: Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems. ASPLOS ’19, pp 1001–1014. Association for Computing Machinery, New York, NY, USA. https://​doi.​org/​10.​1145/​3297858.​3304023
26.
27.
Zurück zum Zitat Zhang C, Hayes AB, Qiu L, Jin Y, Chen Y, Zhang EZ (2021) Time-Optimal Qubit Mapping. In: Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, pp 360–374. https://doi.org/10.1145/3445814.3446706 Zhang C, Hayes AB, Qiu L, Jin Y, Chen Y, Zhang EZ (2021) Time-Optimal Qubit Mapping. In: Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, pp 360–374. https://​doi.​org/​10.​1145/​3445814.​3446706
31.
Zurück zum Zitat Banerjee A, Liang X, Tohid R (2022) Locality-aware qubit routing for the grid architecture. In: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), pp 607–613. IEEE Banerjee A, Liang X, Tohid R (2022) Locality-aware qubit routing for the grid architecture. In: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), pp 607–613. IEEE
Metadaten
Titel
BQA: a high-performance quantum circuits scheduling strategy based on heuristic search
verfasst von
Xin-miao Chen
Shi Wang
Yong-jin Ye
Yong-zheng Wu
Bo Jiang
Publikationsdatum
20.12.2023
Verlag
Springer US
Erschienen in
The Journal of Supercomputing / Ausgabe 7/2024
Print ISSN: 0920-8542
Elektronische ISSN: 1573-0484
DOI
https://doi.org/10.1007/s11227-023-05848-2

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