Praneeth Kodumagulla is a cloud infrastructure and DevOps practitioner focused on container platforms, infrastructure automation, CI/CD, and production reliability. His hands-on work spans AWS and Azure environments, Kubernetes and Docker orchestration, Terraform, observability, and the operational behavior of distributed systems.
When the Scheduler is Full but the Autoscaler Is Not
Docker Swarm autoscaling can look healthy at the VM layer while services remain unschedulable. Effective scaling needs scheduler capacity signals as well as host utilization ...
