Baidu Geek Talk

Aug 7, 2023 · Artificial Intelligence

Storage Acceleration Solutions for Large AI Model Workflows

To tackle the massive data, high‑throughput and low‑latency demands of large‑model training and inference, the talk proposes a unified data‑lake built on scalable object storage combined with an acceleration layer—either a parallel file system or cloud‑native RapidFS cache—demonstrating multi‑fold training speedups, faster checkpoint uploads, and linear inference scaling.