aiqbench analysis

ScaleFlux is addressing the critical memory bottleneck in AI infrastructure by repurposing NAND flash as active memory through intelligent SSD controllers. This approach aims to mitigate the massive speed disparity between GPUs and slower storage tiers, allowing data centers to sustain higher throughput without solely relying on expensive DRAM. By enabling flexible data placement and offloading conversational context caches, this hardware strategy directly targets efficiency gains essential for scaling large-scale AI models.