Hybrid quantum-classical computing for future network optimization

L Fan, Z Han - IEEE Network, 2022 - ieeexplore.ieee.org
Future communication networks will require increased flexibility, scalability, and data
computation capabilities to adequately respond to the growing number of service demands …

Privacy-preserving intelligent resource allocation for federated edge learning in quantum Internet

M Xu, D Niyato, Z Yang, Z Xiong, J Kang… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Federated learning (FL) is an emerging technology for empowering various applications that
generate large amounts of data in intelligent cyber-physical systems (ICPS). Though FL can …

Hybrid quantum benders' decomposition for mixed-integer linear programming

Z Zhao, L Fan, Z Han - 2022 IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
The Benders' decomposition algorithm is a technique in mathematical programming for
complex mixed-integer linear programming (MILP) problems with a particular block …

Quantum for 6G communication: A perspective

MZ Ali, A Abohmra, M Usman, A Zahid… - IET Quantum …, 2023 - Wiley Online Library
In the technologically changing world, the demand for ultra‐reliable, faster, low power, and
secure communication has significantly risen in recent years. Researchers have shown …

Quantum-inspired power system reliability assessment

N Nikmehr, P Zhang - IEEE Transactions on Power Systems, 2022 - ieeexplore.ieee.org
To enable an in-depth study of power system operation and planning, the assessment of
standard reliability indices is inevitable. The Monte Carlo Simulation (MCS) approach is a …

Optimal Data Center Energy Management with Hybrid Quantum-Classical Multi-Cuts Benders' Decomposition Method

Z Zhao, L Fan, Z Han - IEEE Transactions on Sustainable …, 2023 - ieeexplore.ieee.org
The flourishing of the data era has led to a higher demand for hyper-scale data centers,
resulting in a great energy gap. It is necessary to comprehensively analyze the energy …

Quantum Computing in Wireless Communications and Networking: A Tutorial-cum-Survey

W Zhao, T Weng, Y Ruan, Z Liu, X Wu, X Zheng… - arXiv preprint arXiv …, 2024 - arxiv.org
Owing to its outstanding parallel computing capabilities, quantum computing (QC) has been
a subject of continuous attention. With the gradual maturation of QC platforms, it has …

QAOA-assisted benders' decomposition for mixed-integer linear programming

Z Zhao, L Fan, Y Guo, Y Wang, Z Han… - ICC 2024-IEEE …, 2024 - ieeexplore.ieee.org
Benders' decomposition (BD) algorithm constitutes a powerful mathematical programming
method of solving mixed-integer linear programming (MILP) problems with a specific block …

Stochastic resource allocation in quantum key distribution for secure federated learning

M Xu, WC Ng, D Niyato, H Yu, C Miao… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Federated learning (FL) is a distributed machine learning paradigm with a promising future,
which can preserve data privacy while training the global model collaboratively. However …

Resource optimization of sfc embedding for iot networks using quantum computing

M Emu, S Choudhury, K Salomaa - 2022 IEEE 27th …, 2022 - ieeexplore.ieee.org
Embedding Service Function Chain (SFC) into the massive and resource-hungry Internet of
Things (IoT) substrate graph is a critical optimization research problem. Unfortunately, the …