cuSZp2: A GPU Lossy Compressor with Extreme Throughput and Optimized Compression Ratio

Y Huang, S Di, G Li, F Cappello - … : International Conference for …, 2024 - ieeexplore.ieee.org
Existing GPU lossy compressors suffer from expensive data movement overheads,
inefficient memory access patterns, and high synchronization latency, resulting in limited …

Hoszp: An efficient homomorphic error-bounded lossy compressor for scientific data

T Agarwal, S Di, J Huang, Y Huang… - arXiv preprint arXiv …, 2024 - arxiv.org
Error-bounded lossy compression has been a critical technique to significantly reduce the
sheer amounts of simulation datasets for high-performance computing (HPC) scientific …

A Survey on Error-Bounded Lossy Compression for Scientific Datasets

S Di, J Liu, K Zhao, X Liang, R Underwood… - arXiv preprint arXiv …, 2024 - arxiv.org
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 …