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| Main Authors: | , , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2404.03512 |
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| _version_ | 1866916599260250112 |
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| author | Seitz, Philipp Geiger, Manuel Ufrecht, Christian Plinge, Axel Mutschler, Christopher Scherer, Daniel D. Mendl, Christian B. |
| author_facet | Seitz, Philipp Geiger, Manuel Ufrecht, Christian Plinge, Axel Mutschler, Christopher Scherer, Daniel D. Mendl, Christian B. |
| contents | With the increasing sophistication and capability of quantum hardware, its integration, and employment in high performance computing (HPC) infrastructure becomes relevant. This opens largely unexplored access models and scheduling questions in such quantum-classical computing environments, going beyond the current cloud access model. SCIM MILQ is a scheduler for quantum tasks in HPC infrastructure. It combines well-established scheduling techniques with methods unique to quantum computing, such as circuit cutting. SCIM MILQ can schedule tasks while minimizing the makespan, i.e., the time that elapses from the start of work to the end, improving on average by 25%. Additionally, it reduces the noise in the circuit by up to 10%, increasing the outcome's reliability. We compare it against an existing baseline and show its viability in an HPC environment. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_03512 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | SCIM MILQ: An HPC Quantum Scheduler Seitz, Philipp Geiger, Manuel Ufrecht, Christian Plinge, Axel Mutschler, Christopher Scherer, Daniel D. Mendl, Christian B. Quantum Physics With the increasing sophistication and capability of quantum hardware, its integration, and employment in high performance computing (HPC) infrastructure becomes relevant. This opens largely unexplored access models and scheduling questions in such quantum-classical computing environments, going beyond the current cloud access model. SCIM MILQ is a scheduler for quantum tasks in HPC infrastructure. It combines well-established scheduling techniques with methods unique to quantum computing, such as circuit cutting. SCIM MILQ can schedule tasks while minimizing the makespan, i.e., the time that elapses from the start of work to the end, improving on average by 25%. Additionally, it reduces the noise in the circuit by up to 10%, increasing the outcome's reliability. We compare it against an existing baseline and show its viability in an HPC environment. |
| title | SCIM MILQ: An HPC Quantum Scheduler |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2404.03512 |