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Getting Started with Cloud-native AI using Kubeflow
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Glasskube Blog
Resource requirements: Kubeflow itself is quite resource heavy, and the specific requirements will change over time, because workloads will be created and deleted as your users work with it. The first node pool (let's call it default ) should be configured with “Number of nodes (per zone)” set to 4 (12 nodes total is a good start for a Kubeflow installation) (or use a different one if desired) “Enable nodes on spot VMs” checked (recommended) Add a second node pool using the button in the top bar (let's call this one gpu ) and configure it with “Number of nodes (per zone)” set to 0 (nodes in this group should only be provisioned on-demand)