# Inactive Kubernetes workload | Cloud Efficiency Hub Canonical: https://www.pointfive.co/efficiency-hub/inefficiencies/inactive-kubernetes-workload Workloads with consistently low CPU and memory usage may no longer serve active traffic or scheduled tasks, but continue reserving resources within the... By: PointFive Updated: 2026-09-28 [Cloud Efficiency Hub](https://www.pointfive.co/efficiency-hub) # Inactive Kubernetes Workload The short version Workloads with consistently low CPU and memory usage may no longer serve active traffic or scheduled tasks, but continue reserving resources within the cluster. PointFive Research Cloud cost research at PointFive AWS service [AWS EKS](https://www.pointfive.co/efficiency-hub/cloud-services/aws-eks) Category [Compute](https://www.pointfive.co/efficiency-hub/service-category/compute) Reference CER-0004 Type Idle or Unused Resource ## Explanation Why the waste happens and who it affects. These idle deployments often remain after project migrations, feature deprecations, or experimentation. Removing inactive workloads allows node groups to scale down, reducing infrastructure costs without impacting active services. ## Billing model The pricing dimensions that drive this cost. EKS control planes are billed hourly, and compute resources (EC2 nodes or Fargate) are billed separately based on usage. Kubernetes workloads that reserve CPU and memory continue consuming node capacity, even if they are idle, driving unnecessary compute costs. ## How to detect 5 checks to find it in your estate. - Identify Kubernetes workloads (Deployments, StatefulSets, DaemonSets, or CronJobs) with minimal CPU and memory usage over a representative time window - Review service exposure, pod restart patterns, and ingress configurations to validate inactivity - Assess workload labels, annotations, and namespaces to determine original ownership and purpose - Check application monitoring or logs to verify that no meaningful interactions are occurring - Confirm findings with application owners or service stakeholders before proceeding with removal ## How to fix How to remove the waste. Delete workloads confirmed to be inactive to reclaim node capacity and reduce cluster size. Review associated Kubernetes resources such as Services, ConfigMaps, and Persistent Volume Claims to ensure complete cleanup. Incorporate tagging and lifecycle management practices to better track workload ownership and reduce future accumulation of unused resources. ## Documentation Vendor references for pricing and configuration. - [Amazon EKS Documentation docs.aws.amazon.com](https://docs.aws.amazon.com/eks/latest/userguide/what-is-eks.html) - [Workloads kubernetes.io](https://kubernetes.io/docs/concepts/workloads/) ## Related inefficiencies [Browse the library](https://www.pointfive.co/efficiency-hub) - AWS EKS CER-0298 ### [Stale Completed or Failed Fargate Pods Causing Direct Billing and Capacity Waste](https://www.pointfive.co/efficiency-hub/inefficiencies/stale-completed-or-failed-fargate-pods-causing-direct-billing-and-capacity-waste) Kubernetes Jobs or CronJobs running on EKS Fargate leave completed or failed pod objects in the cluster indefinitely. Although the workload execution has finished, AWS keeps the underlying Fargate microVM running to allow log inspection... Compute - AWS EKS CER-0120 ### [Orphaned and Overprovisioned Resources in EKS Clusters](https://www.pointfive.co/efficiency-hub/inefficiencies/orphaned-and-overprovisioned-resources-in-eks-clusters) In EKS environments, cluster sprawl can occur when workloads are removed but underlying resources remain. Common issues include persistent volumes no longer mounted by pods, services still backed by ELBs despite being unused, and... Compute - AWS EKS CER-0192 ### [Orphaned Kubernetes Resources in EKS](https://www.pointfive.co/efficiency-hub/inefficiencies/orphaned-kubernetes-resources-e7e68) In Kubernetes environments, resources such as ConfigMaps, Secrets, Services, and Persistent Volume Claims (PVCs) are often created dynamically by applications or deployment pipelines. When applications are removed or reconfigured, these... Compute --- Source: the public page above. Product screenshots and illustrative interfaces are examples, not live customer data.