SCIM MILQ: An HPC Quantum Scheduler

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.

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Publication Details

Published
2024-09-15
DOI
https://doi.org/10.1109/qce60285.2024.10294
Citations
6
Primary Topic
Advanced Data Storage Technologies
Type
article
Field-Weighted Citation Impact
2.09
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article

SCIM MILQ: An HPC Quantum Scheduler

Axel Plinge, Christian Ufrecht, Christopher Mutschler, Daniel D. Scherer et al.
6 citations
Advanced Data Storage Technologies
2.09
article

SCIM MILQ: An HPC Quantum Scheduler

Axel Plinge, Christian Ufrecht, Christopher Mutschler, Daniel D. Scherer, M. Geiger, Christian B. Mendl, Philipp Seitz
article en
6 citations

Abstract

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.

Fraunhofer Institute for Integrated Circuits (DE), Technical University of Munich (DE)
Openalex Percentile: Top 11%
Advanced Data Storage Technologies
2.09
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SCIM MILQ: An HPC Quantum Scheduler — Axel Plinge, Christian Ufrecht, et al. · (2024) | TGRS Research Map | TGRS