tag

#autoscaling

3 posts

SRE & DevOpsDeep Dive July 12, 2026 5 min read

Karpenter Node Lifecycle: NodePools, NodeClaims, Scheduling, Consolidation, and Disruption

How Karpenter provisions right-sized Kubernetes nodes for pending pods and safely manages Spot, expiration, consolidation, IAM, and production disruption on EKS.

#karpenter#eks#autoscaling

SRE & DevOpsDeep Dive July 12, 2026 5 min read

KEDA Event-Driven Autoscaling: ScaledObjects, ScaledJobs, HPA, and Safe Scale-to-Zero

How KEDA turns queue and event metrics into pod or Job scaling, with authentication, timing controls, observability, backpressure, and production safeguards.

#keda#kubernetes#autoscaling

SRE & DevOpsHow-To July 9, 2026 5 min read

How to Set Up Horizontal Pod Autoscaling in Kubernetes

Configure Kubernetes HPA with verified metrics, resource requests, scaling behavior, load tests, and capacity safeguards for reliable autoscaling.

#howto#kubernetes#autoscaling