TLDR Tech / DevOps
Breaking free of a single datacenter: Practical geo-distributed AI operations with the k0smos platforms
Engineers from Mirantis and Logsight.ai successfully demonstrated geo-distributed AI training by pooling Nvidia A100 GPUs in Quebec with AMD MI300X GPUs in Atlanta—managed from Frankfurt—using the open-source k0smos stack (k0s, k0smotron, and k0rdent) built on Kubernetes. The team trained multiple AI models, including GPT-NeoX and ResNet, across the heterogeneous, cross-border setup, and in a follow-up study, implemented dynamic GPU provisioning that spins resources up and down based on real-time electricity availability signals.
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