Autoscaling - 1

2026 (4)

November (1)

azure: [In preview] Public Preview: Auto scaling of ingestion limits in Azure Monitor workspace

Azure Updates

2026-11-12

Azure Monitor Workspace now has a public preview feature for auto scaling ingestion limits per workspace. When enabled, the service adjusts the quota ceiling automatically based on observed usage patterns to help maintain healthy ingestion.

September (2)

aks: Release 2026-09-04

Release notes from AKS

2026-09-09

AKS release v20260904 rolls out Kubernetes 1.37 preview, adds GA autoscaling for VM node pools, and includes updates across gateway, service mesh, CSI, and cloud-provider components. It also introduces several behavioral changes, bug fixes, and retirement notices for VMAS clusters and Azure Linux with OS Guard.

k8s: Kubernetes v1.37: Scale Workloads to Zero with HorizontalPodAutoscaler

Kubernetes Official Blog

2026-09-02

Kubernetes v1.37 makes HorizontalPodAutoscaler scale workloads down to zero replicas by default when using object or external metrics. The feature is Beta; it requires a metric source that remains available at zero replicas, and the controller marks zero-state ownership with a ScaledToZero condition.

August (1)

k8s: Kubernetes v1.37: Metrics API graduates to stable

Kubernetes Official Blog

2026-08-27

Kubernetes v1.37 graduates the Metrics API from v1beta1 to stable v1. The API surface is unchanged, and v1beta1 remains available for compatibility.