Title
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling Xihaier Luo Samuel Lurvey Yi Huang Yihui Ren Jin-zhi Huang Byung-Jun Yoon 95 0 0 02 Dec 2024
Overcoming Memory Constraints in Quantum Circuit Simulation with a High-Fidelity Compression Framework Boyuan Zhang Bo Fang Fanjiang Ye Yida Gu Nathan Tallent Guangming Tan Dingwen Tao 52 1 0 17 Oct 2024
Lessons Learned on the Path to Guaranteeing the Error Bound in Lossy Quantizers Alex Fallin Martin Burtscher 43 2 0 21 Jul 2024
Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression Hao Feng Boyuan Zhang Fanjiang Ye Min Si Ching-Hsiang Chu ... Summer Deng Yuchen Hao Pavan Balaji Tong Geng Dingwen Tao AI4CE 80 2 0 05 Jul 2024
A Survey on Error-Bounded Lossy Compression for Scientific Datasets Sheng Di Jinyang Liu Kai Zhao Xin Liang Robert Underwood ... Jon C. Calhoun Guanpeng Li Kazutomo Yoshii Khalid Ayed Alharthi Franck Cappello AI4CE 93 16 0 03 Apr 2024
A General Framework for Progressive Data Compression and Retrieval V. Magri P. Lindstrom 47 5 0 07 Aug 2023
FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs Bo Zhang Jiannan Tian Sheng Di Xiaodong Yu Yunhe Feng Xin Liang Dingwen Tao Franck Cappello 50 21 0 25 Apr 2023
Improving Energy Saving of One-sided Matrix Decompositions on CPU-GPU Heterogeneous Systems Jieyang Chen Xin Liang Kai Zhao H. Sabzi L. Bhuyan Zizhong Chen 52 4 0 09 Jan 2023
Optimizing Huffman Decoding for Error-Bounded Lossy Compression on GPUs Cody Rivera Sheng Di Jiannan Tian Xiaodong Yu Dingwen Tao Franck Cappello 40 9 0 22 Jan 2022
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder Yi Huang Yihui Ren Shinjae Yoo Jin-zhi Huang 40 10 0 09 Nov 2021
Scalable Multigrid-based Hierarchical Scientific Data Refactoring on GPUs Jieyang Chen Lipeng Wan Xin Liang Ben Whitney Qing Liu ... J. Choi M. Wolf T. Munson Ian Foster S. Klasky 20 1 0 26 May 2021