Quclassi: A hybrid deep neural network architecture based on quantum state fidelity

SA Stein, B Baheri, D Chen, Y Mao… - Proceedings of …, 2022 - proceedings.mlsys.org
In the past decade, remarkable progress has been achieved in deep learning related
systems and applications. In the post Moore's Law era, however, the limit of semiconductor …

Distributed quantum learning with co-management in a multi-tenant quantum system

A D'Onofrio, A Hossain, L Santana… - … Conference on Big …, 2023 - ieeexplore.ieee.org
The rapid advancement of quantum computing has pushed classical designs into the
quantum domain, breaking physical boundaries for computing-intensive and data-hungry …

Quantum circuit reconstruction from power side-channel attacks on quantum computer controllers

F Erata, C Xu, R Piskac, J Szefer - arxiv preprint arxiv:2401.15869, 2024 - arxiv.org
The interest in quantum computing has grown rapidly in recent years, and with it grows the
importance of securing quantum circuits. A novel type of threat to quantum circuits that …

Exploration of Quantum Computer Power Side-Channels

C Xu, F Erata, J Szefer - arxiv preprint arxiv:2304.03315, 2023 - arxiv.org
With the rapidly growing interest in quantum computing also grows the importance of
securing these quantum computers from various physical attacks. Constantly increasing …

A roadmap to post-moore era for distributed systems

V De Maio, A Aral, I Brandic - Proceedings of the 2022 Workshop on …, 2022 - dl.acm.org
We are reaching the limits of the von Neumann computing architectures (also called Moore's
law era) as there is no free ride of the performance growth from simply shrinking the …

Distributed Quantum Learning with co-Management in a Multi-tenant Quantum System

A Hossain, L Santana, N Machlovi, S Stein… - arxiv preprint arxiv …, 2023 - arxiv.org
The rapid advancement of quantum computing has pushed classical designs into the
quantum domain, breaking physical boundaries for computing-intensive and data-hungry …