Quantum computing and networking represent a transformative shift in computational systems, bringing unique challenges for ensuring system dependability. Current Noisy Intermediate-Scale Quantum (NISQ) devices exhibit significantly higher error rates than classical computers, necessitating new approaches to error management. Beyond hardware concerns, quantum systems face distinct software dependability challenges, including the need for robust algorithms and novel verification methodologies that account for the probabilistic nature of quantum measurements.
The integration of quantum devices with traditional infrastructure introduces additional complexity, particularly in coordinating multiple quantum devices across distributed locations. A key challenge is the lack of standardized high-level architectures for heterogeneous systems that incorporate CPUs, GPUs, and QPUs (Quantum Processing Units). Security considerations add another crucial dimension, as quantum systems must be protected against both traditional and quantum-specific vulnerabilities, including side-channel attacks and information leakage during measurement.
While progress has been made in understanding various noise sources, the field lacks comprehensive predictive models for quantum error propagation, especially as systems scale to larger qubit counts. The workshop aims to address these challenges by uniting quantum computing and dependability experts to establish rigorous methodologies for quantum dependability engineering. Key focus areas include developing fault models spanning quantum and classical domains, end-to-end system dependability assessment, and practical fault-tolerance schemes, while working toward new standards appropriate for quantum systems.
Accepted papers will be included in the supplement to the DSN Proceedings (DSN-W volume) and made available on IEEE Xplore.
The workshop welcomes submissions addressing dependability aspects of quantum systems, including but not limited to:
Dependable system architectures and interfaces for fault-tolerant hybrid quantum-classical HPC computing
Characterization and modeling of quantum noise sources and decoherence effects and techniques to counteract these to increase the dependability of the system
Reliability assessment of quantum control systems and interfaces
Integration of hardware topology, error and noise models with compilation and transpilation frameworks
Novel techniques for quantum error detection, correction, mitigation, and suppression and their implementation challenges
Testing methodologies for quantum algorithms and their physical implementation
Benchmarking methods for quantum system reliability
Validation of hybrid quantum-classical systems
Dependable integration approaches of quantum devices with classical infrastructures and related implementation challenges
Side-channel attacks and countermeasures in quantum systems
Privacy-preserving quantum computation
Trust and certification of quantum devices
Software tools for quantum reliability assessment
Programming models for dependable quantum-classical HPC applications
Quantum systems benchmarking methodologies and standardization of quantum reliability metrics
Experiences from quantum-classical HPC deployments addressing dependability issues
All accepted papers will be included in the DSN-W supplement to the DSN Proceedings and made available on IEEE Xplore.
Submission Deadline: March 31th, 2026 (AoE)
Notification of Acceptance: April 15th, 2026 (AoE)
Camera Ready Submission: April 27th, 2026 (AoE)
Submissions must follow the IEEE Computer Society camera-ready format (8.5″x11″, two-column layout, 10-point font, 12-point single-spaced leading). Templates are available on the IEEE conference template page.
Short Papers (up to 4 pages, including references)
Regular Papers (up to 8 pages, including references)
Submission link: https://easychair.org/conferences/?conf=dsn_2026 (Track of Foundations Of Reliable Classical-Quantum Engineering)
When clicking on "make a new submission" you will be redirected to a page where you can select our "Foundations Of Reliable Classical-quantum Engineering" workshop.
Each accepted paper must have 1 distinct workshop or full conference registration to be included in the proceedings.
The author registration deadline is May 10th 2026.
Registration details can be found here: DSN 2026
Remote presentation could be an option, depending on conditions.
Edoardo Giusto, University of Naples Federico II, egiusto@ieee.org - General Co-Chair
Betis Baheri, State University of New York - Canton, baherib@canton.edu - General Co-Chair
Carmen Almudever, Technical University of Valencia
Betis Baheri, SUNY Canton
Alessandro Cilardo, University of Naples Federico II
Olivia Di Matteo, University of British Columbia
Edoardo Giusto, University of Naples Federico II
Hailong Jiang, Youngstown State University
Zhiding Liang, Chinese University Hong Kong
Antonio Marceddu, Politecnico di Torino
Nicola Mazzocca, University of Naples Federico II
Safa Shubbar, SUNY Canton
Santiago Núñez-Corrales, NCSA/UIUC
Ed Younis, Lawrence Berkeley National Laboratory
Title: The Good, the Bad, and the Ugly in Quantum Computing: Computational Power, Intrinsic Noise, and Transient Faults
Abstract:
Quantum computing is a new computational paradigm, expected to revolutionize the computing field in the next few years. Qubits, the atomic units of a quantum circuit, exploit the quantum physics properties to increase the parallelism and speed of computation. Unfortunately, qubits are both intrinsically noisy and highly susceptible to external sources of faults, such as ionizing radiation. The reported qubits error rate is so high that researchers are questioning the large-scale adoption of quantum computers and are forced to implement unpractical mitigation solutions such as installing the quantum computer in underground caves. Innovative solutions to improve the reliability of quantum applications are then highly necessary. In the talk, after providing all information and background needed to understand quantum computing basics and an overview of the available quantum technologies vulnerabilities, we will present the available hardening solutions and the open challenges that need to be addressed. We will consider both the intrinsic noise, that has a predictable and incremental effect, and radiation-induced transient faults, that are stochastic and modify the qubit in an unpredictable way. Based on the latest studies and radiation experiments performed on real quantum machines, we will show how to model the transient faults in a qubit and how to inject this fault in a quantum circuit to track its propagation. We will discuss the vulnerability of qubits and of circuits, identifying the most critical parts and the main course for output corruption, and show how to design effective Quantum Error Correction circuits. Finally, we will provide an overview of the open (reliability) challenges in quantum computing to stimulate further studies and solutions.
Short bio:
Paolo Rech received his master and Ph.D. degrees from Padova University, Padova, Italy, in 2006 and 2009, respectively. He was then a Post Doc at LIRMM in Montpellier, France. Since 2022 Paolo is an associate professor at Università di Trento, in Italy and since 2012 he is an associate professor at UFRGS in Brazil. He is the 2019 Rosen Scholar Fellow at the Los Alamos National Laboratory, he received the 2024 Italy-Canada innovation award, the 2020 impact in society award from the Rutherford Appleton Laboratory, UK and the Marie Curie Fellowship at Politecnico di Torino, in Italy. His main research interests include the evaluation and mitigation of radiation-induced effects in autonomous vehicles for automotive applications and space exploration, in large-scale HPC centers, and quantum computers.
Controller Placement in Hybrid SDN Networks: Classical Heuristics vs. Quantum-inspired Optimization
Salman Khan, Deborsi Basu, Uttam Ghosh and Raja Datta
Quantum Generative Adversarial Networks for EEG-Based Sleep Stage Classification in Noiseless and Noisy Scenarios
Ikram Khan, Sthefanie Passo and John Prevost
A Dependability Profile for Hybrid Quantum–Classical Systems
Piyush Sonawane, Andrew Kelly and Naveed Mahmud