4 citations · 6 across the 22 of their papers we have counts for
3 papers · 1 filter
Cross-Facility LLM Pre-training on HPC: Elastic Aggregation, Data Leasing, and Queue-Aware Placement
Zarè Palanciyan, Thomas van Osch, Douwe van der Wal +2
Academic compute is fragmented: allocations are granted per facility, and facilities differ in accelerators and software stacks, schedule jobs independently, and share neither a ne…
From Pilots to Production: Lessons in Cross-Institutional Federated Training and Artificial Intelligence for Science
Olivera Kotevska, Max Carlson, Yan Gao +10
Many of the most valuable scientific datasets cannot be centralized: they are proprietary, export-controlled, classified, or bound by data-sovereignty restrictions. This inverts th…
Whitepaper on Reusable Hybrid and Multi-Cloud Analytics Service Framework
Gregor von Laszewski, Wo Chang, Russell Reinsch +5
Over the last several years, the computation landscape for conducting data analytics has completely changed. While in the past, a lot of the activities have been undertaken in isol…