Hybrid Quantum Solvers in Production: how to succeed in the NISQ era?
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arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866914947564306432 |
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| author | Osaba, Eneko Villar-Rodriguez, Esther Gomez-Tejedor, Aitor Oregi, Izaskun |
| author_facet | Osaba, Eneko Villar-Rodriguez, Esther Gomez-Tejedor, Aitor Oregi, Izaskun |
| contents | Hybrid quantum computing is considered the present and the future within the field of quantum computing. Far from being a passing fad, this trend cannot be considered just a stopgap to address the limitations of NISQ-era devices. The foundations linking both computing paradigms will remain robust over time. The contribution of this work is twofold: first, we describe and categorize some of the most frequently used hybrid solvers, resorting to two different taxonomies recently published in the literature. Secondly, we put a special focus on two solvers that are currently deployed in real production and that have demonstrated to be near the real industry. These solvers are the LeapHybridBQMSampler contained in D-Wave's Hybrid Solver Service and Quantagonia's Hybrid Solver. We analyze the performance of both methods using as benchmarks four combinatorial optimization problems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_10302 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Hybrid Quantum Solvers in Production: how to succeed in the NISQ era? Osaba, Eneko Villar-Rodriguez, Esther Gomez-Tejedor, Aitor Oregi, Izaskun Emerging Technologies Quantum Physics Hybrid quantum computing is considered the present and the future within the field of quantum computing. Far from being a passing fad, this trend cannot be considered just a stopgap to address the limitations of NISQ-era devices. The foundations linking both computing paradigms will remain robust over time. The contribution of this work is twofold: first, we describe and categorize some of the most frequently used hybrid solvers, resorting to two different taxonomies recently published in the literature. Secondly, we put a special focus on two solvers that are currently deployed in real production and that have demonstrated to be near the real industry. These solvers are the LeapHybridBQMSampler contained in D-Wave's Hybrid Solver Service and Quantagonia's Hybrid Solver. We analyze the performance of both methods using as benchmarks four combinatorial optimization problems. |
| title | Hybrid Quantum Solvers in Production: how to succeed in the NISQ era? |
| topic | Emerging Technologies Quantum Physics |
| url | https://arxiv.org/abs/2401.10302 |