| 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 and Distributed Systems, 2020 | 99 | 2020 |
| Optimizing error-bounded lossy compression for scientific data by dynamic spline interpolation K Zhao, S Di, M Dmitriev, TLD Tonellot, Z Chen, F Cappello 2021 IEEE 37th International Conference on Data Engineering (ICDE), 1643-1654, 2021 | 94 | 2021 |
| Cusz: An efficient gpu-based error-bounded lossy compression framework for scientific data J Tian, S Di, K Zhao, C Rivera, MH Fulp, R Underwood, S Jin, X Liang, ... Proceedings of the 29th ACM International Conference on Parallel …, 2020 | 70 | 2020 |
| 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 | 63 | 2020 |
| 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, ... IEEE Transactions on Big Data 9 (2), 485-498, 2022 | 58 | 2022 |
| SDRBench: Scientific data reduction benchmark for lossy compressors K Zhao, S Di, X Lian, S Li, D Tao, J Bessac, Z Chen, F Cappello 2020 IEEE international conference on big data (Big Data), 2716-2724, 2020 | 58 | 2020 |
| 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 | 35 | 2019 |
| Exploring autoencoder-based error-bounded compression for scientific data J Liu, S Di, K Zhao, S Jin, D Tao, X Liang, Z Chen, F Cappello 2021 IEEE International Conference on Cluster Computing (CLUSTER), 294-306, 2021 | 31 | 2021 |
| 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 | 25 | 2018 |
| Optimizing error-bounded lossy compression for scientific data on gpus J Tian, S Di, X Yu, C Rivera, K Zhao, S Jin, Y Feng, X Liang, D Tao, ... 2021 IEEE International Conference on Cluster Computing (CLUSTER), 283-293, 2021 | 22 | 2021 |
| 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 | 21* | 2021 |
| Ultrafast error-bounded lossy compression for scientific datasets X Yu, S Di, K Zhao, J Tian, D Tao, X Liang, F Cappello Proceedings of the 31st International Symposium on High-Performance Parallel …, 2022 | 20* | 2022 |
| Mdz: An efficient error-bounded lossy compressor for molecular dynamics K Zhao, S Di, D Perez, X Liang, Z Chen, F Cappello 2022 IEEE 38th International Conference on Data Engineering (ICDE), 27-40, 2022 | 18 | 2022 |
| Dynamic quality metric oriented error bounded lossy compression for scientific datasets J Liu, S Di, K Zhao, X Liang, Z Chen, F Cappello SC22: International Conference for High Performance Computing, Networking …, 2022 | 16 | 2022 |
| 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 | 16 | 2019 |
| Ft-blas: a high performance blas implementation with online fault tolerance Y Zhai, E Giem, Q Fan, K Zhao, J Liu, Z Chen Proceedings of the ACM International Conference on Supercomputing, 127-138, 2021 | 11 | 2021 |
| 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 | 11 | 2020 |
| Faz: A flexible auto-tuned modular error-bounded compression framework for scientific data J Liu, S Di, K Zhao, X Liang, Z Chen, F Cappello Proceedings of the 37th International Conference on Supercomputing, 1-13, 2023 | 7 | 2023 |
| C-coll: Introducing error-bounded lossy compression into mpi collectives J Huang, S Di, X Yu, Y Zhai, J Liu, K Raffenetti, H Zhou, K Zhao, Z Chen, ... arXiv preprint arXiv:2304.03890, 2023 | 7 | 2023 |
| Improving lossy compression for sz by exploring the best-fit lossless compression techniques J Liu, S Li, S Di, X Liang, K Zhao, D Tao, Z Chen, F Cappello 2021 IEEE International Conference on Big Data (Big Data), 2986-2991, 2021 | 7 | 2021 |
Sheng DiArgonne National Labratory, IEEE Senior MemberVerified email at anl.gov
