evolutionary algorithms 1multi-objective optimization 1noise-aware orchestration 1quantum cloud 1task scheduling 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.DC2026
QCOEM: Quantum Cloud Orchestration with Evolutionary Multi-Objective Optimization
Tam N. Pham, Hoa T. Nguyen, Quan Le-Trung
The paper introduces QCOEM, a framework that uses evolutionary multi-objective optimization to schedule quantum tasks across heterogeneous quantum cloud backends while accounting f…
quant-ph2025
QFOR: A Fidelity-aware Orchestrator for Quantum Computing Environments using Deep Reinforcement Learning
Hoa T. Nguyen, Muhammad Usman, Rajkumar Buyya
Quantum cloud computing enables remote access to quantum processors, yet the heterogeneity and noise of available quantum hardware create significant challenges for efficient resou…