Dingwen Tao
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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
1562017
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
892018
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, ...
European conference on parallel processing, 3-19, 2017
662017
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
432016
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
422019
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
422018
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
412019
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
362016
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
322017
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
282019
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
262019
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
262018
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
252017
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
242017
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
222017
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
202020
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
162019
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
SC'19: Proceedings of the International Conference for High Performance …, 2019
152019
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), 2019
152019
Efficient lossy compression for scientific data based on pointwise relative error bound
S Di, D Tao, X Liang, F Cappello
IEEE Transactions on Parallel and Distributed Systems 30 (2), 331-345, 2018
152018
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