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Kai Zhao
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 26
Top Topics
Bit Rate
Lossy Compression
Wavelet Transform
Scientific Data
Top Venues
CoRR
IEEE Trans. Parallel Distributed Syst.
BigData
PPoPP
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Publications
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Daoce Wang
,
Jesus Pulido
,
Pascal Grosset
,
Sian Jin
,
Jiannan Tian
,
Kai Zhao
,
James P. Ahrens
,
Dingwen Tao
TAC+: Optimizing Error-Bounded Lossy Compression for 3D AMR Simulations.
IEEE Trans. Parallel Distributed Syst.
35 (3) (2024)
Jiajun Huang
,
Sheng Di
,
Xiaodong Yu
,
Yujia Zhai
,
Jinyang Liu
,
Yafan Huang
,
Ken Raffenetti
,
Hui Zhou
,
Kai Zhao
,
Zizhong Chen
,
Franck Cappello
,
Yanfei Guo
,
Rajeev Thakur
POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters.
PPoPP
(2024)
Jieyang Chen
,
Xin Liang
,
Kai Zhao
,
Hadi Zamani Sabzi
,
Laxmi N. Bhuyan
,
Zizhong Chen
Improving Energy Saving of One-Sided Matrix Decompositions on CPU-GPU Heterogeneous Systems.
PPoPP
(2023)
Daoce Wang
,
Jesus Pulido
,
Pascal Grosset
,
Sian Jin
,
Jiannan Tian
,
Kai Zhao
,
James Arhens
,
Dingwen Tao
TAC+: Drastically Optimizing Error-Bounded Lossy Compression for 3D AMR Simulations.
CoRR
(2023)
Jinyang Liu
,
Sheng Di
,
Sian Jin
,
Kai Zhao
,
Xin Liang
,
Zizhong Chen
,
Franck Cappello
SRN-SZ: Deep Leaning-Based Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks.
CoRR
(2023)
Jinyang Liu
,
Sheng Di
,
Kai Zhao
,
Xin Liang
,
Zizhong Chen
,
Franck Cappello
Dynamic Quality Metric Oriented Error-bounded Lossy Compression for Scientific Datasets.
CoRR
(2023)
Jieyang Chen
,
Xin Liang
,
Kai Zhao
,
Hadi Zamani Sabzi
,
Laxmi N. Bhuyan
,
Zizhong Chen
Improving Energy Saving of One-sided Matrix Decompositions on CPU-GPU Heterogeneous Systems.
CoRR
(2023)
Daoce Wang
,
Jesus Pulido
,
Pascal Grosset
,
Jiannan Tian
,
Sian Jin
,
Houjun Tang
,
Jean M. Sexton
,
Sheng Di
,
Zarija Lukic
,
Kai Zhao
,
Bo Fang
,
Franck Cappello
,
James P. Ahrens
,
Dingwen Tao
AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications.
CoRR
(2023)
Yafan Huang
,
Kai Zhao
,
Sheng Di
,
Guanpeng Li
,
Maxim Dmitriev
,
Thierry-Laurent D. Tonellot
,
Franck Cappello
Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression.
CCGrid
(2023)
Jinyang Liu
,
Sheng Di
,
Kai Zhao
,
Xin Liang
,
Sian Jin
,
Zizhe Jian
,
Jiajun Huang
,
Shixun Wu
,
Zizhong Chen
,
Franck Cappello
High-performance Effective Scientific Error-bounded Lossy Compression with Auto-tuned Multi-component Interpolation.
CoRR
(2023)
Jinyang Liu
,
Jiannan Tian
,
Shixun Wu
,
Sheng Di
,
Boyuan Zhang
,
Yafan Huang
,
Kai Zhao
,
Guanpeng Li
,
Dingwen Tao
,
Zizhong Chen
,
Franck Cappello
cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs.
CoRR
(2023)
Jinyang Liu
,
Sheng Di
,
Kai Zhao
,
Xin Liang
,
Zizhong Chen
,
Franck Cappello
FAZ: A flexible auto-tuned modular error-bounded compression framework for scientific data.
ICS
(2023)
Xin Liang
,
Kai Zhao
,
Sheng Di
,
Sihuan Li
,
Robert Underwood
,
Ali Murat Gok
,
Jiannan Tian
,
Junjing Deng
,
Jon C. Calhoun
,
Dingwen Tao
,
Zizhong Chen
,
Franck Cappello
SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors.
IEEE Trans. Big Data
9 (2) (2023)
Yujia Zhai
,
Elisabeth Giem
,
Kai Zhao
,
Jinyang Liu
,
Jiajun Huang
,
Bryan M. Wong
,
Christian R. Shelton
,
Zizhong Chen
FT-BLAS: A Fault Tolerant High Performance BLAS Implementation on x86 CPUs.
IEEE Trans. Parallel Distributed Syst.
34 (12) (2023)
Jiajun Huang
,
Sheng Di
,
Xiaodong Yu
,
Yujia Zhai
,
Jinyang Liu
,
Ken Raffenetti
,
Hui Zhou
,
Kai Zhao
,
Zizhong Chen
,
Franck Cappello
,
Yanfei Guo
,
Rajeev Thakur
C-Coll: Introducing Error-bounded Lossy Compression into MPI Collectives.
CoRR
(2023)
Jiajun Huang
,
Sheng Di
,
Xiaodong Yu
,
Yujia Zhai
,
Jinyang Liu
,
Yafan Huang
,
Ken Raffenetti
,
Hui Zhou
,
Kai Zhao
,
Zizhong Chen
,
Franck Cappello
,
Yanfei Guo
,
Rajeev Thakur
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters.
CoRR
(2023)
Jinyang Liu
,
Sheng Di
,
Sian Jin
,
Kai Zhao
,
Xin Liang
,
Zizhong Chen
,
Franck Cappello
Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks.
BigData
(2023)
Jiajun Huang
,
Jinyang Liu
,
Sheng Di
,
Yujia Zhai
,
Zizhe Jian
,
Shixun Wu
,
Kai Zhao
,
Zizhong Chen
,
Yanfei Guo
,
Franck Cappello
Exploring Wavelet Transform Usages for Error-bounded Scientific Data Compression.
BigData
(2023)
Md Hasanur Rahman
,
Sheng Di
,
Kai Zhao
,
Robert Underwood
,
Guanpeng Li
,
Franck Cappello
A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets.
ICDE
(2023)
Daoce Wang
,
Jesus Pulido
,
Pascal Grosset
,
Jiannan Tian
,
Sian Jin
,
Houjun Tang
,
Jean M. Sexton
,
Sheng Di
,
Kai Zhao
,
Bo Fang
,
Zarija Lukic
,
Franck Cappello
,
James P. Ahrens
,
Dingwen Tao
AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications.
SC
(2023)
Arham Khan
,
Sheng Di
,
Kai Zhao
,
Jinyang Liu
,
Kyle Chard
,
Ian T. Foster
,
Franck Cappello
An Efficient and Accurate Compression Ratio Estimation Model for SZx.
CLUSTER Workshops
(2023)
Pu Jiao
,
Sheng Di
,
Hanqi Guo
,
Kai Zhao
,
Jiannan Tian
,
Dingwen Tao
,
Xin Liang
,
Franck Cappello
Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data.
Proc. VLDB Endow.
16 (4) (2022)
Jinyang Liu
,
Sheng Di
,
Kai Zhao
,
Xin Liang
,
Zizhong Chen
,
Franck Cappello
Dynamic Quality Metric Oriented Error Bounded Lossy Compression for Scientific Datasets.
SC
(2022)
Kai Zhao
,
Sheng Di
,
Danny Perez
,
Xin Liang
,
Zizhong Chen
,
Franck Cappello
MDZ: An Efficient Error-bounded Lossy Compressor for Molecular Dynamics.
ICDE
(2022)
Xiaodong Yu
,
Sheng Di
,
Kai Zhao
,
Jiannan Tian
,
Dingwen Tao
,
Xin Liang
,
Franck Cappello
Ultrafast Error-bounded Lossy Compression for Scientific Datasets.
HPDC
(2022)
Yuanjian Liu
,
Sheng Di
,
Kai Zhao
,
Sian Jin
,
Cheng Wang
,
Kyle Chard
,
Dingwen Tao
,
Ian T. Foster
,
Franck Cappello
Optimizing Error-Bounded Lossy Compression for Scientific Data With Diverse Constraints.
IEEE Trans. Parallel Distributed Syst.
33 (10) (2022)