Quantum Mini-Apps: A Framework for Developing and Benchmarking Quantum-HPC Applications

May 12, 2024 Β· Declared Dead Β· πŸ› Proceedings of the 2024 Workshop on High Performance and Quantum Computing Integration

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Authors Nishant Saurabh, Pradeep Mantha, Florian J. Kiwit, Shantenu Jha, Andre Luckow arXiv ID 2405.07333 Category quant-ph: Quantum Computing Cross-listed cs.DC Citations 8 Venue Proceedings of the 2024 Workshop on High Performance and Quantum Computing Integration Last Checked 5 months ago
Abstract
With the increasing maturity and scale of quantum hardware and its integration into HPC systems, there is a need to develop robust techniques for developing, characterizing, and benchmarking quantum-HPC applications and middleware systems. This requires a better understanding of interaction, coupling, and common execution patterns between quantum and classical workload tasks and components. This paper identifies six quantum-HPC execution motifs - recurring execution patterns characterized by distinct coupling and interaction modes. These motifs provide the basis for a suite of quantum mini-apps - simplified application prototypes that encapsulate essential characteristics of production systems. To support these developments, we introduce a mini-app framework that offers the necessary abstractions for creating and executing mini-apps across heterogeneous quantum-HPC infrastructure, making it a valuable tool for performance characterizations and middleware development.
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