When Pods remain Pending because nodes lack CPU or memory, nodeless Kubernetes provisions the required compute from each Pod’s requirements instead of making developers manage node capacity directly. section 6.1
GKE Autopilot keeps ordinary Kubernetes workload definitions while taking responsibility for compute capacity:
- Specify Deployments, StatefulSets, or Jobs with replica counts and requested CPU and memory. section 6.1
- Reduce duplicated capacity planning and node-management work while retaining relevant scheduling features such as affinity, anti-affinity, and spread topologies. section 6.1
