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WfBench: Automated Generation of Scientific Workflow Benchmarks
The prevalence of scientific workflows with high computational demands c...
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MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Scientific communities are increasingly adopting machine learning and de...
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Data optimization for large batch distributed training of deep neural networks
Distributed training in deep learning (DL) is common practice as data an...
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DataFed: Towards Reproducible Research via Federated Data Management
The increasingly collaborative, globalized nature of scientific research...
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