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

Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest.

[BibT_eX]

[DOI]

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

2022

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

zMesh: Theories and Methods to Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Understanding the Impact of Data Staging for Coupled Scientific Workflows.

[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

Scalable Hybrid Learning Techniques for Scientific Data Compression.

[BibT_eX]

[DOI]

CoRR, 2022

MSREP: A Fast yet Light Sparse Matrix Framework for Multi-GPU Systems.

[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

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

TSM2X: High-performance tall-and-skinny matrix-matrix multiplication on GPUs.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 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

Unbalanced Parallel I/O: An Often-Neglected Side Effect of Lossy Scientific Data Compression.

[BibT_eX]

[DOI]

Proceedings of the 2021 7th International Workshop on Data Analysis and Reduction for Big Scientific Data, 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

BeeSwarm: Enabling Parallel Scaling Performance Measurement in Continuous Integration for HPC Applications.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 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

zMesh: Exploring Application Characteristics to Improve Lossy Compression Ratio for Adaptive Mesh Refinement.

[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

Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures.

[BibT_eX]

[DOI]

Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

2020

Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

Extending the Publish/Subscribe Abstraction for High-Performance I/O and Data Management at Extreme Scale.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

BeeSwarm: Enabling Scalability Tests in Continuous Integration.

[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

ISM2: Optimizing Irregular-Shaped Matrix-Matrix Multiplication on GPUs.

[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

Taming I/O variation on QoS-less HPC storage: what can applications do?

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

FTRANS: energy-efficient acceleration of transformers using FPGA.

[BibT_eX]

[DOI]

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Feature-preserving Lossy Compression for In Situ Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020

2019

Fault Tolerant and Energy Efficient One-Sided Matrix Decompositions on Heterogeneous Systems with GPUs.

[BibT_eX]

[DOI]

Jieyang Chen

PhD thesis, 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

Towards Predicting the Impact of Roll-Forward Failure Recovery for HPC Applications.

[BibT_eX]

[DOI]

Sriram Krishnamoorthy

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 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

Tartan: Evaluating Modern GPU Interconnect via a Multi-GPU Benchmark Suite.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 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

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

GPU-ABFT: Optimizing Algorithm-Based Fault Tolerance for Heterogeneous Systems with GPUs.

[BibT_eX]

[DOI]

Jieyang Chen

Sihuan Li

Zizhong Chen

Proceedings of the IEEE International Conference on Networking, 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

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

Cholesky Factorization on Heterogeneous CPU and GPU Systems.

[BibT_eX]

[DOI]

Jieyang Chen

Zizhong Chen

Proceedings of the Ninth International Conference on Frontier of Computer Science and Technology, 2015

Jieyang Chen

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