Resource management Archives - IEEE Transactions on Quantum Engineering

Convexification of the Quantum Network Utility Maximization Problem

December 30, 2024Sounak Kar, Stephanie WehnerQuantum InternetMeasurement, Optimization, Quality of service, Quantum networks, Repeaters, Resource management, Routing protocols, Sufficient conditions, Topology, Vectors

Network utility maximization (NUM) addresses the problem of allocating resources fairly within a network and explores the ways to achieve optimal allocation in real-world networks. Although extensively studied in classical networks, NUM is an emerging area of research in the context of quantum networks. In this work, we consider the quantum network utility maximization (QNUM) […]

Machine-Learning-Based Qubit Allocation for Error Reduction in Quantum Circuits

Quantum computing is a quickly growing field with great potential for future technology. Quantum computers in the current noisy intermediate-scale quantum (NISQ) era face two major limitations:1) qubit count and 2) error vulnerability. Although quantum error correction methods exist, they are not applicable to the current size of computers, requiring thousands of qubits, while current […]