Feiyi Wang Distinguished Research Scientist & Group Leader Contact FWANG2@ORNL.GOV All Publications Climbing the Summit and Pushing the Frontier of Mixed Precision Benchmarks at Extreme Scale Language Models for the Prediction of SARS-CoV-2 Inhibitors Hvac: Removing I/O Bottleneck for Large-Scale Deep Learning Applications Machine Learning Assisted HPC Workload Trace Generation for Leadership Scale Storage Systems Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load A Scalable Pipeline for Gigapixel Whole Slide Imaging Analysis on Leadership Class HPC Systems Strategies for Integrating Deep Learning Surrogate Models with HPC Simulation Applications Smoky Mountain Data Challenge 2021: An Open Call to Solve Scientific Data Challenges Using Advanced Data Analytics and Edge Computing Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery Characterizing Machine Learning I/O Workloads on Leadership Scale HPC Systems Mitigating Catastrophic Forgetting in Deep Learning in a Streaming Setting Using Historical Summary... Revealing power, energy and thermal dynamics of a 200PF pre-exascale supercomputer Comparative evaluation of deep learning workloads for leadership-class systems The Challenge of Disproportionate Importance of Temporal Features in Predicting HPC Power Consumption Interpreting Write Performance of Supercomputer I/O Systems with Regression Models US Department of Energy, Office of Science High Performance Computing Facility Operational Assessment 2019 Oak Ridge Leadership Computing Facility LCIO: Large Scale Filesystem Aging End-to-end I/O portfolio for the summit supercomputing ecosystem... Applying Machine Learning to Understand Write Performance of Large-scale Parallel Filesystems Learning from Five-year Resource-Utilization Data of Titan System Learning from Five-year Resource-Utilization Data of Titan System iez: Resource Contention Aware Load Balancing for Large-Scale Parallel File Systems The Design, Deployment, and Evaluation of the CORAL Pre-Exascale Systems Chameleon: An Adaptive Wear Balancer for Flash Clusters I/O load balancing for big data HPC applications Pagination First page « First Previous page ‹â¶Ä¹ Page 1 Current page 2 Page 3 … Next page ›â¶Äº Last page Last » Key Links Organizations Computing and Computational Sciences Directorate National Center for Computational Sciences Advanced Technologies Section Analytics and AI Methods at Scale Group