3 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.DC2025★ 1 cited
Understanding LLM Checkpoint/Restore I/O Strategies and Patterns
Mikaila J. Gossman, Avinash Maurya, Bogdan Nicolae +1
As LLMs and foundation models scale, checkpoint/restore has become a critical pattern for training and inference. With 3D parallelism (tensor, pipeline, data), checkpointing involv…
cs.DC2021★ 3 cited
Towards Aggregated Asynchronous Checkpointing
Mikaila J. Gossman, Bogdan Nicolae, Jon C. Calhoun +2
High-Performance Computing (HPC) applications need to checkpoint massive amounts of data at scale. Multi-level asynchronous checkpoint runtimes like VELOC (Very Low Overhead Checkp…