Talks
2026 KCD UK Edinburgh 2026 - GPUs have the Power! Lessons learned from DPS and MaxLPS Type: Talk Date: 19th October 2026 Event: KCD UK Edinburgh 2026 AI platforms promise elastic compute, but GPU clusters are increasingly constrained by power: what can run, when, and at what priority. This talk uses DPS/MaxLPS, NVIDIA’s open source power-management project, as deployed within Nscale, as a practical case study in making Kubernetes aware of the physical limits behind AI workloads....