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 …

gzccl: Compression-accelerated collective communication framework for gpu clusters

J Huang, S Di, X Yu, Y Zhai, J Liu, Y Huang… - Proceedings of the 38th …, 2024 - dl.acm.org
GPU-aware collective communication has become a major bottleneck for modern computing
platforms as GPU computing power rapidly rises. A traditional approach is to directly …

Poster: Optimizing collective communications with error-bounded lossy compression for gpu clusters

J Huang, S Di, X Yu, Y Zhai, J Liu, Y Huang… - Proceedings of the 29th …, 2024 - dl.acm.org
GPU-aware collective communication has become a major bottleneck for modern computing
platforms as GPU computing power rapidly rises. To address this issue, traditional …

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 …

hZCCL: Accelerating Collective Communication with Co-Designed Homomorphic Compression

J Huang, S Di, X Yu, Y Zhai, J Liu, Z Jian… - … Conference for High …, 2024 - ieeexplore.ieee.org
As network bandwidth struggles to keep up with rapidly growing computing capabilities, the
efficiency of collective communication has become a critical challenge for exa-scale …

SZOps: Scalar Operations for Error-bounded Lossy Compressor for Scientific Data

T Agarwal, S Di, J Huang, Y Huang… - SC24-W: Workshops …, 2024 - ieeexplore.ieee.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 …

[PDF][PDF] Accelerating Collective Communication With Error-Bounded Lossy Compression

J Huang - mpich.org
Accelerating Collective Communication With Error-Bounded Lossy Compression Page 1
Accelerating Collective Communication With Error-Bounded Lossy Compression Jiajun …