How to scale Polars code to multiple GPUs with cuDF
NVIDIA Developer · youtube · 2026-08-26
This NVIDIA live session demonstrates running Polars workflows on GPUs and scaling to multiple GPUs using cuDF-Polars. Key topics include how the engine splits queries across GPUs, setting up multi-GPU runs without code changes, and performance comparisons against Polars' CPU streaming engine on real-world group-by and aggregation tasks.
More from coding & agent
- OpenWiki 0.4.2 Flaw Found: Adversarial Proof Reveals History Leak — tallmetommy · 2026-08-27
- Managing Tasks Across Multiple AI Agents: A Kanban Board That Works Both Ways? — ibmmo · 2026-08-27
- Discussion: What Code Do You Refuse to Let AI Write? — Pyrro-nft · 2026-08-27
- Dev: Half my codebase is guardrails to prevent AI from going rogue — kevinnbass · 2026-08-27
- Engineering Shifts from Implementation to Verification in the AI Era — arpit_bhayani · 2026-08-27
- WaterCrawl: open-source crawler that turns web content into LLM-ready data — tom_doerr · 2026-08-27