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Reducing Overhead of LLM-integrated Applications on GPU Clusters with Parsl+TaskVine
Large Language Models (LLMs) are becoming a key tool for scientific discovery, but using them on High-Performance Computing (HPC) clusters is challenging due…
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TaskVine Insights: Storage Management – PFS vs. NLS
There are two primary storage layers when running workflows in HPC environments: Parallel File System (PFS): A shared file system accessible to all users in …
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eScience 2025: Liberating the Data Aware Scheduler to Achieve Locality in Layered Scientific Workflow Systems
On September 16 graduate student Colin Thomas presented the paper titled: Liberating the Data Aware Scheduler to Achieve Locality in Layered Scientific Workf…
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Floability at eScience 2025: Making Notebooks Portable with Backpacks Across HPC Clusters
Grad student Saiful Islam presented our paper “Backpacks for Notebooks: Enabling Containerized Notebook Workflows in Distributed Environments” at the 2025 IE…
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Workshop on Harmonizing Python Workflows at IEEE e-Science 2025
We helped host the Workshop on Harmonizing Python Workflows at IEEE International Conference on e-Science on Monday, 15 Sep 2025. This workshop is one compon…