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06/28/2023
Leveraging HPC Profiling Tracing Tools to Understand the Performance of Particle-in-Cell Monte Carlo Simulations
Large-scale plasma simulations are critical for designing and developing...
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04/07/2023
Perspectives on AI Architectures and Co-design for Earth System Predictability
Recently, the U.S. Department of Energy (DOE), Office of Science, Biolog...
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11/04/2022
Evaluating Emerging CXL-enabled Memory Pooling for HPC Systems
Current HPC systems provide memory resources that are statically configu...
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06/09/2021
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs
The modern deep learning method based on backpropagation has surged in p...
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08/10/2020
sputniPIC: an Implicit Particle-in-Cell Code for Multi-GPU Systems
Large-scale simulations of plasmas are essential for advancing our under...
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08/10/2020
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads
Machine Learning applications on HPC systems have been gaining popularit...
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10/21/2019
Performance Evaluation of Advanced Features in CUDA Unified Memory
CUDA Unified Memory improves the GPU programmability and also enables GP...
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10/16/2019
UMap: Enabling Application-driven Optimizations for Page Management
Leadership supercomputers feature a diversity of storage, from node-loca...
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08/18/2019
System Evaluation of the Intel Optane Byte-addressable NVM
Byte-addressable non-volatile memory (NVM) features high density, DRAM c...
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07/12/2019