QAOA vs. 75,000 Nodes: Building a Hybrid Architecture to Solve NP-Hard Problems When Quantum Simulators Hit a Wall

The article addresses the limitations of NISQ quantum computers and QAOA when dealing with large datasets like social graphs with tens of thousands of nodes. It introduces a hybrid orchestrator developed to decompose massive networks into quantum-accessible fragments, overcoming classical simulator memory issues.