Workshops Archive

Synergies between classical and quantum HPC through open-source software

Workshop: 1st Annual Workshop on Large-Scale Quantum-Classical Computing

Authors: Edoardo Altamura (STFC Hartree Centre)

Abstract: The integration of quantum computing and classical high-performance computing (HPC) powered recent examples of calculations at the utility scale with practical applications. This talk presents two workflows implementing synergies between quantum and classical computing. First, the Quantum Resource Management Interface and its Slurm SPANK plugin expose quantum processing units as HPC resources for seamless scheduling and execution. Second, Qiskit Machine Learning stands out as a robust library for the large-scale experimentation of quantum machine learning workflows across heterogeneous architectures. Together, these case studies illustrate how open-source innovation, supported by public-private initiatives like HNCDI (STFC-IBM), is transforming hybrid quantum-classical computing from proof-of-concepts to scalable assets.

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