2 papers
cs.AR2026
SwarmIO: Towards 100 Million IOPS SSD Emulation for Next-generation GPU-centric Storage Systems
Hyeseong Kim, Gwangoo Yeo, Minsoo Rhu
GPU-initiated I/O has emerged as a key mechanism for achieving high-throughput storage access by leveraging massive GPU thread-level parallelism, while recent industry trends point…
cs.AR2024
PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models
Yunjae Lee, Hyeseong Kim, Minsoo Rhu
Training recommendation systems (RecSys) faces several challenges as it requires the "data preprocessing" stage to preprocess an ample amount of raw data and feed them to the GPU f…