Showing 1–20 of 22 results
/ Date/ Name
Sep 24, 2024Flight: A FaaS-Based Framework for Complex and Hierarchical Federated LearningMay 16, 2023Accelerating Communications in Federated Applications with Transparent Object ProxiesAug 26, 2024Employing Artificial Intelligence to Steer Exascale Workflows with ColmenaJul 1, 2024Object Proxy Patterns for Accelerating Distributed ApplicationsAug 13, 2024TaPS: A Performance Evaluation Suite for Task-based Execution FrameworksOct 15, 2025Agentic Discovery: Closing the Loop with Cooperative AgentsJul 1, 2020Convolutional Neural Network Training with Distributed K-FACJul 4, 2021KAISA: An Adaptive Second-Order Optimizer Framework for Deep Neural NetworksJan 18, 2025MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based WorkflowFeb 5, 2024Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and VisionOct 6, 2021Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance ComputingOct 15, 2024Accelerating Python Applications with Dask and ProxyStoreMay 8, 2025Empowering Scientific Workflows with Federated AgentsMay 29, 2025D-Rex: Heterogeneity-Aware Reliability Framework and Adaptive Algorithms for Distributed StorageMar 17, 2025WRATH: Workload Resilience Across Task Hierarchies in Task-based Parallel Programming FrameworksMay 23, 2025AERO: An autonomous platform for continuous researchJul 1, 2025DynoStore: A wide-area distribution system for the management of data over heterogeneous storageMar 15, 2023Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous ResourcesMay 7, 2025HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific InsightsOct 6, 2023DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies