Train More with Less: Fewer GPUs, Less Data Movement, Better Cluster Utilization
- Hyungyo Kim
- Apoorve Mohan
- et al.
- 2026
- PyTorch Conference 2026
Poster
Publications
5 results for I-Hsin Chung
Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage
- Ziqi Yuan
- Haoyang Zhang
- et al.
- 2025
- NeurIPS 2025
Conference paperTo Virtualize or Not to Virtualize: Experiences from Building Two Generations of Virtualized Infrastructure for LLM Training
- Apoorve Mohan
- Ming-Hung Chen
- et al.
- 2025
- SC 2025
Workshop paperDPU-based Optimization of GPU Data Paths through Real-time Diagnostics and On-Demand Control
- Yongxuan Huang
- Ming-Hung Chen
- et al.
- 2025
- CCS 2025
Workshop paperTo virtualize or not to virtualize AI Infrastructure: A perspective
- Seetharami Seelam
- Apoorve Mohan
- et al.
- 2023
- ISCA 2023
Workshop paper