analiza aiqbench

This research introduces a multidimensional framework that evaluates high-performance computing systems by integrating architectural performance with sustainability metrics like energy consumption and computational accuracy. By moving beyond simple peak FLOPS benchmarks, this approach enables intelligent resource allocation for demanding workloads in artificial intelligence and quantum computing across heterogeneous hardware environments. The resulting tools allow orchestration platforms to optimize efficiency and reduce the environmental footprint of complex, multi-scale computing infrastructures.