2 papers
cs.DC2026
Exploring Sparse Matrix Multiplication Kernels on the Cerebras CS-3
Milan Shah, Sheng Di, Michela Becchi
In recent years, novel AI accelerators have emerged as promising alternatives to GPUs for AI model training and inference. One such accelerator, the Cerebras CS-3, has demonstrated…
cs.DC2025
A Survey on Error-Bounded Lossy Compression for Scientific Datasets
Sheng Di, Jinyang Liu, Kai Zhao +23
Error-bounded lossy compression has been effective in significantly reducing the data storage/transfer burden while preserving the reconstructed data fidelity very well. Many error…