fairDMS: Rapid Model Training by Data and Model Reuse

Author:

Ali Ahsan1,Sharma Hemant2,Kettimuthu Rajkumar1,Kenesei Peter2,Trujillo Dennis3,Miceli Antonino3,Foster Ian1,Coffee Ryan3,Thayer Jana3,Liu Zhengchun1

Affiliation:

1. Argonne National Laboratory,Data Science and Learning Division,Lemont,IL,USA,60439

2. Argonne National Laboratory,X-ray Science Division,Lemont,IL,USA,60439

3. SLAC National Accelerator Laboratory,Menlo Park,CA,USA,94025

Publisher

IEEE

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes;Proceedings of the 15th ACM/SPEC International Conference on Performance Engineering;2024-05-07

2. Optimizing the Training of Co-Located Deep Learning Models Using Cache-Aware Staggering;2023 IEEE 30th International Conference on High Performance Computing, Data, and Analytics (HiPC);2023-12-18

3. Deep learning at the edge enables real-time streaming ptychographic imaging;Nature Communications;2023-11-03

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