Showing 121–140 of 249 results
/ Date/ Name
May 19, 2022Extract Dynamic Information To Improve Time Series Modeling: a Case Study with Scientific WorkflowMay 11, 2022Studying Scientific Data Lifecycle in On-demand Distributed Storage CachesMay 11, 2022Access Trends of In-network Cache for Scientific DataMay 2, 2022A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data AnalysisApr 7, 2022Distributed Statistical Min-Max Learning in the Presence of Byzantine AgentsMar 11, 2022Moser-Tardos Algorithm with small number of random bitsMar 2, 2022FastFold: Reducing AlphaFold Training Time from 11 Days to 67 HoursFeb 24, 2022Time Complexity of Consensus in Dynamic Networks Under Oblivious Message AdversariesJan 15, 2022Variance-Reduced Heterogeneous Federated Learning via Stratified Client SelectionJan 5, 2022Extending the limit of molecular dynamics with ab initio accuracy to 10 billion atomsNov 18, 2021A Novel Optimized Asynchronous Federated Learning FrameworkNov 16, 2021Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate ModelsOct 28, 2021Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel TrainingOct 13, 2021Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU ServersOct 6, 2021Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance ComputingSep 29, 2021DeepAnalyze: Learning to Localize Crashes at ScaleSep 16, 2021Dr. Top-k: Delegate-Centric Top-k on GPUsSep 3, 2021Continuous Tasks and the Chromatic Simplicial Approximation TheoremSep 2, 2021A Study of Mixed Precision Strategies for GMRES on GPUsAug 28, 2021Compiler-Driven FPGA Virtualization with SYNERGY