49 citations · 83 across the 13 of their papers we have counts for
16 papers
The Other Half of Workflow Portability: Evidence-Backed HPC Site Profiles with Agentic Discovery
Md Saiful Islam, Douglas Thain
Moving a workflow developed and tested at one HPC site to another rarely succeeds without some amount of trial and error. Package managers rebuild software environments, containers…
Hybrid Workflow Composition for Extreme-Scale Data Processing: A Case Study on the HL-LHC (Extended Version)
Alan Malta Rodrigues, Douglas Thain
High-Throughput Computing (HTC) environments tailored for high-concurrency resource efficiency require sophisticated orchestration to manage petabyte-scale data across heterogeneou…
Hybrid Edge-HPC Systems for Low-Latency Data-Driven Inference
Liubov Kurafeeva, Ryan Hartung, Benjamin Carter +9
Emerging cyber-physical systems increasingly require low-latency inference from streaming sensor data while maintaining models that reflect complex and evolving physical processes.…
Efficiently Reproducing Distributed Workflows in Notebook-based Systems
Talha Azaz, Raza Ahmad, Md Saiful Islam +2
Notebooks provide an author-friendly environment for iterative development, modular execution, and easy sharing. Distributed workflows are increasingly being authored and executed…
Efficiently Executing High-throughput Lightweight LLM Inference Applications on Heterogeneous Opportunistic GPU Clusters with Pervasive Context Management
Thanh Son Phung, Douglas Thain
The rise of Generative AI introduces a new class of HPC workloads that integrates lightweight LLMs with traditional high-throughput applications to accelerate scientific discovery.…
xGFabric: Coupling Sensor Networks and HPC Facilities with Private 5G Wireless Networks for Real-Time Digital Agriculture
Liubov Kurafeeva, Alan Subedi, Ryan Hartung +9
Advanced scientific applications require coupling distributed sensor networks with centralized high-performance computing facilities. Citrus Under Protective Screening (CUPS) exemp…