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Sihuan Li
Sihuan Li
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Year
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
2332018
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
1362019
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
1032021
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
652020
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
632021
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
602021
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
422017
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
352019
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
342019
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
302019
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
292016
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
252018
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
202018
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
162019
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
152018
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
142021
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
132021
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
132016
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
112020
SDC Resilient Error-bounded Lossy Compressor
S Li, S Di, K Zhao, X Liang, Z Chen, F Cappello
arXiv preprint arXiv:2010.03144, 2020
82020
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