The PATh to NAIRR: Heterogeneous Training of Machine Learning Models in OSPool and NAIRR
Ian Ross at HTC26
June 10, 2026
Ian Ross presents a case study on training machine learning models across heterogeneous computing resources using OSPool and the National AI Research Resource (NAIRR). The talk explores how distributed high throughput computing can support large-scale AI training while improving access to GPU resources for scientific research.
HTC26
AI
Collaborations
Data
HTCondor
OSDF
OSPool
Research Computing
Workflow