aiqbench analysis

Oak Ridge National Laboratory researchers have established the Quantum Execution Locality Framework (QELF), which classifies hybrid quantum-classical workflows into five distinct patterns based on data movement frequency rather than specific application domains. By analyzing how long computations remain within the Quantum Processing Unit before requiring classical intervention, this framework enables more efficient system designs that sustain continuous operation beyond one hundred cycles. This structural approach provides a critical foundation for optimizing future architectures that leverage both conventional and quantum hardware.