Abstract
Increasing evidence suggests quantum computing (QC) complements traditional High-Performance Computing (HPC) by leveraging its unique capabilities, leading to the emergence of a new, hybrid paradigm, QHPC. However, this integration introduces new challenges, with dependability–defined by reproducibility, resiliency, and security and privacy–emerging as a central concern for building trustworthy systems that provide an advantage to the users. This paper proposes a framework for dependable QHPC system design, organized around these three pillars. We identify integration challenges, anticipate roadblocks, and highlight productive synergies across QC, HPC, cloud platforms, and network security. Drawing from both classical computing principles and quantum-specific insights, we present a roadmap for co-design that supports robust hybrid architectures. Our approach offers concrete metrics for assessing dependability, provides design guidance for engineers working at the QC-HPC interface, and surfaces new engineering questions around complexity, scale, and fault tolerance. Ultimately, designing for dependability is key to realizing practical, scalable QHPC systems and accelerating the broader quantum ecosystem capable of translating quantum promises into actual application delivery.
| Original language | English |
|---|---|
| Article number | 1520903 |
| Journal | Frontiers in Computer Science |
| Volume | 7 |
| DOIs | |
| State | Published - 2025 |
Funding
The author(s) declare that financial support was received for the research and/or publication of this article. This work has been partially supported by the the Spoke 9 of the ICSC National Research Centre for High Performance Computing, Big Data and Quantum Computing. This work has been partially funded by the National Center for Supercomputing Applications, Illinois Computes, New Frontier Initiative, and IBM-Illinois Discovery Accelerator Institute at the University of Illinois Urbana-Champaign; Trusted CI: The NSF Cybersecurity Center of Excellence; U.S. National Science Foundation grants #1547249, #1535070, #1935966, #2029049, #2319190, #2430244. We thank ACCESS and DeltaAI program for providing compute infrastructure and storage. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the funders.
Keywords
- HPC
- dependability
- hybrid classical-quantum systems
- quantum computing
- reliability
- reproducibility
- resiliency
- security