Accelerating AI Data Pipelines
Accelerating AI Data Pipelines
11 PagesSupermicro’s scale-out storage architecture, powered by AMD EPYC processors, accelerates AI/ML data pipelines with a high-performance, tiered approach. It combines an all-flash tier for active data, a capacity-optimized object storage tier, and a GPU-driven application tier. The system supports NVIDIA GPUDirect for low-latency data movement, and Weka and Quantum software for tiering, protection, and lifecycle management. The modular design scales to hundreds of petabytes and suits workloads like autonomous driving, biomedical research, and EDA, ensuring flexibility, speed, and efficiency across data-intensive environments.
