| Significantly Improving Lossy Compression for Scientific Data Sets Based on Multidimensional Prediction and Error-Controlled Quantization D Tao, S Di, Z Chen, F Cappello 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2017 | 219 | 2017 |
| 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), 2018 | 159 | 2018 |
| Use cases of lossy compression for floating-point data in scientific data sets F Cappello, S Di, S Li, X Liang, A Murat Gok, D Tao, CH Yoon, XC Wu, ... The International Journal of High Performance Computing Applications, 2019 | 88 | 2019 |
| Computing just what you need: Online data analysis and reduction at extreme scales I Foster, M Ainsworth, B Allen, J Bessac, F Cappello, JY Choi, ... Euro-Par 2017: Parallel Processing: 23rd International Conference on …, 2017 | 85 | 2017 |
| An Efficient Transformation Scheme for Lossy Data Compression with Point-wise Relative Error Bound X Liang, S Di, D Tao, Z Chen, F Cappello 2018 IEEE International Conference on Cluster Computing (Cluster), 2018 | 68 | 2018 |
| Optimizing Lossy Compression Rate-Distortion from Automatic Online Selection between SZ and ZFP D Tao, S Di, X Liang, Z Chen, F Cappello IEEE Transactions on Parallel and Distributed Systems, 2019 | 60 | 2019 |
| DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression S Jin, S Di, X Liang, J Tian, D Tao, F Cappello The 28th ACM International Symposium on High-Performance Parallel and …, 2019 | 50 | 2019 |
| Z-checker: A Framework for Assessing Lossy Compression of Scientific Data D Tao, S Di, H Guo, Z Chen, F Cappello International Journal of High Performance Computing Applications, 2017 | 50 | 2017 |
| New-sum: A novel online abft scheme for general iterative methods D Tao, SL Song, S Krishnamoorthy, P Wu, X Liang, EZ Zhang, ... The 25th ACM International Symposium on High-Performance Parallel and …, 2016 | 49 | 2016 |
| Progress-based Container Scheduling for Short-lived Applications in a Kubernetes Cluster Y Fu, S Zhang, J Terrero, Y Mao, G Liu, S Li, D Tao 2019 IEEE International Conference on Big Data (Big Data), 2019 | 44 | 2019 |
| Towards practical algorithm based fault tolerance in dense linear algebra P Wu, Q Guan, N DeBardeleben, S Blanchard, D Tao, X Liang, J Chen, ... Proceedings of the 25th ACM International Symposium on High-Performance …, 2016 | 42 | 2016 |
| cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific Data J Tian, S Di, K Zhao, C Rivera, M Hickman Fulp, R Underwood, S Jin, ... The 29th International Conference on Parallel Architectures and Compilation …, 2020 | 41 | 2020 |
| RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition P Dong, S Wang, W Niu, C Zhang, S Lin, Z Li, Y Gong, B Ren, X Lin, ... The 57th Design Automation Conference (DAC), 2020 | 41 | 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 The 29th ACM International Symposium on High-Performance Parallel and …, 2020 | 38 | 2020 |
| Improving Performance of Iterative Methods by Lossy Checkponting D Tao, S Di, X Liang, Z Chen, F Cappello The 27th ACM International Symposium on High-Performance Parallel and …, 2018 | 38 | 2018 |
| 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, ... SC'17: Proceedings of the International Conference for High Performance …, 2017 | 34 | 2017 |
| In-Depth Exploration of Single-Snapshot Lossy Compression Techniques for N-Body Simulations D Tao, S Di, Z Chen, F Cappello 2017 IEEE International Conference on Big Data (Big Data), 2017 | 33 | 2017 |
| TSM2: Optimizing Tall-and-Skinny Matrix-Matrix Multiplication on GPUs J Chen, N Xiong, X Liang, D Tao, S Li, O Kaiming, K Zhao, ... 2019 ACM International Conference on Supercomputing (ICS), 2019 | 29 | 2019 |
| Silent data corruption resilient two-sided matrix factorizations P Wu, N DeBardeleben, Q Guan, S Blanchard, J Chen, D Tao, X Liang, ... Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of …, 2017 | 28 | 2017 |
| Understanding GPU-Based Lossy Compression for Extreme-Scale Cosmological Simulations S Jin, P Grosset, CM Biwer, J Pulido, J Tian, D Tao, J Ahrens 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020 | 26 | 2020 |
Sheng DiArgonne National Labratory, IEEE Senior MemberVerified email at anl.gov
