Spatiotemporally Adaptive Compression for Scientific Dataset with Feature Preservation - A Case Study on Simulation Data with Extreme Climate Events Analysis.

[BibT_eX]

[DOI]

Qian Gong

Chengzhu Zhang

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Improving I/O Performance for Exascale Applications Through Online Data Layout Reorganization.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

MGARD+: Optimizing Multilevel Methods for Error-Bounded Scientific Data Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2022

Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

SZx: an Ultra-fast Error-bounded Lossy Compressor for Scientific Datasets.

[BibT_eX]

[DOI]

CoRR, 2022

Message from the DRBSD-8 Workshop Chairs.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE/ACM International Workshop on Data Analysis and Reduction for Big Scientific Data, 2022

Region-adaptive, Error-controlled Scientific Data Compression using Multilevel Decomposition.

[BibT_eX]

[DOI]

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

Dynamic Quality Metric Oriented Error Bounded Lossy Compression for Scientific Datasets.

[BibT_eX]

[DOI]

Proceedings of the SC22: International Conference for High Performance Computing, 2022

MDZ: An Efficient Error-bounded Lossy Compressor for Molecular Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Ultrafast Error-bounded Lossy Compression for Scientific Datasets.

[BibT_eX]

[DOI]

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

Parallel Vertex Color Update on Large Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

2021

FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

Online data analysis and reduction: An important Co-design motif for extreme-scale computers.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2021

cuSZ(x): Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs.

[BibT_eX]

[DOI]

CoRR, 2021

Scalable Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.

[BibT_eX]

[DOI]

CoRR, 2021

Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression.

[BibT_eX]

[DOI]

Randy Michael Churchill

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021

Resilient error-bounded lossy compressor for data transfer.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Error-controlled, progressive, and adaptable retrieval of scientific data with multilevel decomposition.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2021

Revisiting Huffman Coding: Toward Extreme Performance on Modern GPU Architectures.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Exploring Autoencoder-based Error-bounded Compression for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Improving Lossy Compression for SZ by Exploring the Best-Fit Lossless Compression Techniques.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking.

[BibT_eX]

[DOI]

CoRR, 2020

MGARD+: Optimizing Multi-grid Based Reduction for Efficient Scientific Data Management.

[BibT_eX]

[DOI]

CoRR, 2020

SDC Resilient Error-bounded Lossy Compressor.

[BibT_eX]

[DOI]

CoRR, 2020

Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs.

[BibT_eX]

[DOI]

CoRR, 2020

Algorithm-Based Fault Tolerance for Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Visualization as a Service for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

waveSZ: a hardware-algorithm co-design of efficient lossy compression for scientific data.

[BibT_eX]

[DOI]

Proceedings of the PPoPP '20: 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2020

Significantly Improving Lossy Compression for HPC Datasets with Second-Order Prediction and Parameter Optimization.

[BibT_eX]

[DOI]

Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

Towards End-to-end SDC Detection for HPC Applications Equipped with Lossy Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2020

SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Toward Feature-Preserving 2D and 3D Vector Field Compression.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

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

[BibT_eX]

[DOI]

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

Toward Resilience and Data Reduction in Exascale Scientific Computing.

[BibT_eX]

[DOI]

Xin Liang

PhD thesis, 2019

Optimizing Lossy Compression Rate-Distortion from Automatic Online Selection between SZ and ZFP.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Efficient Lossy Compression for Scientific Data Based on Pointwise Relative Error Bound.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2019

Use cases of lossy compression for floating-point data in scientific data sets.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2019

Significantly improving lossy compression quality based on an optimized hybrid prediction model.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2019

FT-iSort: efficient fault tolerance for introsort.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2019

TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Supercomputing, 2019

DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression.

[BibT_eX]

[DOI]

Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

Improving Performance of Data Dumping with Lossy Compression for Scientific Simulation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

2018

Fault tolerant one-sided matrix decompositions on heterogeneous systems with GPUs.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2018

BeeFlow: A Workflow Management System for In Situ Processing across HPC and Cloud Systems.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Improving performance of iterative methods by lossy checkponting.

[BibT_eX]

[DOI]

Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

Fixed-PSNR Lossy Compression for Scientific Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

PaSTRI: Error-Bounded Lossy Compression for Two-Electron Integrals in Quantum Chemistry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2018

Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Optimizing Lossy Compression with Adjacent Snapshots for N-body Simulation Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Docker-Enabled Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere.

[BibT_eX]

[DOI]

CoRR, 2017

Correcting soft errors online in fast fourier transform.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2017

Silent Data Corruption Resilient Two-sided Matrix Factorizations.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

2016

GreenLA: green linear algebra software for GPU-accelerated heterogeneous computing.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2016

Online Algorithm-Based Fault Tolerance for Cholesky Decomposition on Heterogeneous Systems with GPUs.

[BibT_eX]

[DOI]

Jieyang Chen

Xin Liang

Zizhong Chen

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Towards Practical Algorithm Based Fault Tolerance in Dense Linear Algebra.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

New-Sum: A Novel Online ABFT Scheme For General Iterative Methods.

[BibT_eX]

[DOI]

Dingwen Tao

Shuaiwen Leon Song

Sriram Krishnamoorthy

Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

2015

Simulated Annealing to Generate Numerically Stable Real Number Error Correction Codes.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Xin Liang

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...