From Idle Infrastructure to Elastic Capacity: Rethinking Kubernetes Scaling

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Sponsored By: NutanixThe following is sponsored content. It may not reflect the views of our editorial staff. Most platform engineers are kept awake at night with some form of the same common complaint: the infrastructure bill does not align with what the infrastructure is really doing.For example, a GPU node pool provisioned for a monthly batch job might sit idle, burning budget for 20+ days out of 30. Or perhaps a business builds a standby data center designed specifically to account for a potential major outage, but that sits idle doing nothing every other day. CI/CD runners wait listlessly for the next pipeline trigger: fully provisioned, fully billed, but mostly idle.