| Error-controlled lossy compression optimized for high compression ratios of scientific datasets X Liang, S Di, D Tao, S Li, S Li, H Guo, Z Chen, F Cappello 2018 IEEE International Conference on Big Data (Big Data), 438-447, 2018 | 268 | 2018 |
| Use cases of lossy compression for floating-point data in scientific data sets F Cappello, S Di, S Li, X Liang, AM Gok, D Tao, CH Yoon, XC Wu, ... The International Journal of High Performance Computing Applications 33 (6 …, 2019 | 160 | 2019 |
| FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks K Zhao, S Di, S Li, X Liang, Y Zhai, J Chen, K Ouyang, F Cappello, ... IEEE Transactions on Parallel & Distributed Systems 32 (07), 1677-1689, 2021 | 134 | 2021 |
| SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors X Liang, K Zhao, S Di, S Li, R Underwood, AM Gok, J Tian, J Deng, ... arXiv preprint arXiv:2111.02925, 2021 | 100 | 2021 |
| SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors K Zhao, S Di, X Liang, S Li, D Tao, J Bessac, Z Chen, F Cappello arXiv preprint arXiv:2101.03201, 2021 | 90 | 2021 |
| Significantly improving lossy compression for hpc datasets with second-order prediction and parameter optimization K Zhao, S Di, X Liang, S Li, D Tao, Z Chen, F Cappello Proceedings of the 29th International Symposium on High-Performance Parallel …, 2020 | 82 | 2020 |
| Correcting soft errors online in fast fourier transform X Liang, J Chen, D Tao, S Li, P Wu, H Li, K Ouyang, Y Liu, F Song, ... Proceedings of the International Conference for High Performance Computing …, 2017 | 44 | 2017 |
| Significantly improving lossy compression quality based on an optimized hybrid prediction model X Liang, S Di, S Li, D Tao, B Nicolae, Z Chen, F Cappello Proceedings of the International Conference for High Performance Computing …, 2019 | 42 | 2019 |
| TSM2: optimizing tall-and-skinny matrix-matrix multiplication on GPUs J Chen, N Xiong, X Liang, D Tao, S Li, K Ouyang, K Zhao, ... Proceedings of the ACM International Conference on Supercomputing, 106-116, 2019 | 42 | 2019 |
| Improving performance of data dumping with lossy compression for scientific simulation X Liang, S Di, D Tao, S Li, B Nicolae, Z Chen, F Cappello 2019 IEEE International Conference on Cluster Computing (CLUSTER), 1-11, 2019 | 36 | 2019 |
| GPU-ABFT: Optimizing algorithm-based fault tolerance for heterogeneous systems with GPUs J Chen, S Li, Z Chen 2016 IEEE International Conference on Networking, Architecture and Storage …, 2016 | 34 | 2016 |
| Fault tolerant one-sided matrix decompositions on heterogeneous systems with gpus J Chen, H Li, S Li, X Liang, P Wu, D Tao, K Ouyang, Y Liu, K Zhao, ... SC18: International Conference for High Performance Computing, Networking …, 2018 | 26 | 2018 |
| Optimizing Lossy Compression with Adjacent Snapshots for N-body Simulation Data S Li, S Di, X Liang, Z Chen, F Cappello 2018 IEEE International Conference on Big Data (Big Data), 428-437, 2018 | 22 | 2018 |
| Ft-isort: Efficient fault tolerance for introsort S Li, H Li, X Liang, J Chen, E Giem, K Ouyang, K Zhao, S Di, F Cappello, ... Proceedings of the International Conference for High Performance Computing …, 2019 | 17 | 2019 |
| Resilient error-bounded lossy compressor for data transfer S Li, S Di, K Zhao, X Liang, Z Chen, F Cappello Proceedings of the International Conference for High Performance Computing …, 2021 | 16 | 2021 |
| COMPI: Concolic testing for MPI applications H Li, S Li, Z Benavides, Z Chen, R Gupta 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2018 | 16 | 2018 |
| Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models S Li, J Huang, PTP Tang, D Khudia, J Park, HD Dixit, Z Chen arXiv preprint arXiv:2103.00130, 2021 | 14 | 2021 |
| GreenLA: green linear algebra software for gpu-accelerated heterogeneous computing J Chen, L Tan, P Wu, D Tao, H Li, X Liang, S Li, R Ge, L Bhuyan, Z Chen SC'16: Proceedings of the International Conference for High Performance …, 2016 | 14 | 2016 |
| Towards End-to-end SDC Detection for HPC Applications Equipped with Lossy Compression S Li, S Di, K Zhao, X Liang, Z Chen, F Cappello 2020 IEEE International Conference on Cluster Computing (CLUSTER), 326-336, 2020 | 13 | 2020 |
| SDC Resilient Error-bounded Lossy Compressor S Li, S Di, K Zhao, X Liang, Z Chen, F Cappello arXiv preprint arXiv:2010.03144, 2020 | 8 | 2020 |
