HYPOTHESIS AND THEORY article

Front. Comput. Sci.

Sec. Theoretical Computer Science

Volume 7 - 2025 | doi: 10.3389/fcomp.2025.1520903

This article is part of the Research TopicRealizing Quantum Utility: Grand Challenges of Secure & Trustworthy Quantum ComputingView all 4 articles

Dependable Classical-Quantum Computing Systems Engineering

Provisionally accepted
Edoardo  GiustoEdoardo Giusto1*Santiago  Nunez-CorralesSantiago Nunez-Corrales2,3*Kaitlin  N SmithKaitlin N Smith4Phuong  CaoPhuong Cao2Ed  YounisEd Younis5Paolo  RechPaolo Rech6Flavio  VellaFlavio Vella6Betis  BaheriBetis Baheri7Alessandro  CilardoAlessandro Cilardo1Bartolomeo  MontrucchioBartolomeo Montrucchio8Weiwen  JiangWeiwen Jiang9Shuai  XuShuai Xu10Samudra  DasguptaSamudra Dasgupta11Ravishankar  K IyerRavishankar K Iyer2Travis  S HumbleTravis S Humble11
  • 1University of Naples Federico II, Naples, Italy
  • 2University of Illinois at Urbana-Champaign, Champaign, Illinois, United States
  • 3National Center for Supercomputing Applications, Urbana, Illinois, United States
  • 4Northwestern University, Evanston, Illinois, United States
  • 5Berkeley Lab (DOE), Berkeley, California, United States
  • 6University of Trento, Trento, Trentino-Alto Adige/Südtirol, Italy
  • 7Kent State University, Kent, Ohio, United States
  • 8Polytechnic University of Turin, Turin, Piedmont, Italy
  • 9George Mason University, Fairfax, Virginia, United States
  • 10Case Western Reserve University, Cleveland, Ohio, United States
  • 11Oak Ridge National Laboratory (DOE), Oak Ridge, Tennessee, United States

The final, formatted version of the article will be published soon.

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.

Keywords: Hybrid Classical-Quantum systems, HPC, Quantum computing, dependability, Reliability, resiliency, security, reproducibility Dependable Classical-Quantum Computing Systems Engineering

Received: 31 Oct 2024; Accepted: 11 Jun 2025.

Copyright: © 2025 Giusto, Nunez-Corrales, Smith, Cao, Younis, Rech, Vella, Baheri, Cilardo, Montrucchio, Jiang, Xu, Dasgupta, Iyer and Humble. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Edoardo Giusto, University of Naples Federico II, Naples, Italy
Santiago Nunez-Corrales, University of Illinois at Urbana-Champaign, Champaign, 61820, Illinois, United States

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