cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework
for Scientific Data

cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific Data

19 July 2020

Megan Hickman Fulp

Robert Underwood

Dingwen Tao

Franck Cappello

Papers citing "cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific Data"

13 / 13 papers shown

Title
What Operations can be Performed Directly on Compressed Arrays, and with What Error? Tripti Agarwal Harvey Dam Dorra Ben Khalifa Matthieu Martel P. Sadayappan Ganesh Gopalakrishnan AI4CE 23 6 0 17 Jun 2024
Machine Learning Techniques for Data Reduction of Climate Applications Xiao Li Qian Gong Jaemoon Lee S. Klasky Anand Rangarajan Sanjay Ranka 20 1 0 01 May 2024
SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks Jinyang Liu Sheng Di Sian Jin Kai Zhao Xin Liang Zizhong Chen Franck Cappello 35 8 0 07 Sep 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 17 20 0 25 Apr 2023
GPULZ: Optimizing LZSS Lossless Compression for Multi-byte Data on Modern GPUs Bo Zhang Jiannan Tian Sheng Di Xiaodong Yu M. Swany Dingwen Tao Franck Cappello 23 12 0 14 Apr 2023
Planetary computing for data-driven environmental policy-making Patrick Ferris Michael Dales S. Jaffer Amelia Holcomb Eleanor Toye Scott ... A. Eyres A. Balmford David A. Coomes Srinivasan Keshav Anil Madhavapeddy 30 0 0 08 Mar 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 24 4 0 09 Jan 2023
SZx: an Ultra-fast Error-bounded Lossy Compressor for Scientific Datasets Xiaodong Yu Sheng Di Kai Zhao Jiannan Tian Dingwen Tao Xin Liang Franck Cappello 16 9 0 31 Jan 2022
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression Sian Jin Chengming Zhang Xintong Jiang Yunhe Feng Hui Guan Guanpeng Li Shuaiwen Leon Song Dingwen Tao 30 23 0 18 Nov 2021
Lossy compression of statistical data using quantum annealer B. Yoon N. T. Nguyen Chia-Cheng Chang E. Rrapaj 19 8 0 05 Oct 2021
Accelerating GPU-Based Out-of-Core Stencil Computation with On-the-Fly Compression Jingcheng Shen Yifan Wu M. Okita Fumihiko Ino 13 4 0 12 Sep 2021
Exploring Autoencoder-based Error-bounded Compression for Scientific Data Jinyang Liu Sheng Di Kai Zhao Sian Jin Dingwen Tao Xin Liang Zizhong Chen Franck Cappello 22 49 0 25 May 2021
A Novel Memory-Efficient Deep Learning Training Framework via Error-Bounded Lossy Compression Sian Jin Guanpeng Li Shuaiwen Leon Song Dingwen Tao AI4CE 29 12 0 18 Nov 2020