vertical pod autoscaler

About this tag
The vertical pod autoscaler tag on WindowsForum.com covers discussions around automated resource management in Kubernetes, particularly within Microsoft's Azure Kubernetes Service (AKS). Recent threads highlight AKS Automatic, a deployment mode that includes built-in vertical pod autoscaling as part of its production-ready defaults. Topics include how the vertical pod autoscaler adjusts CPU and memory requests for pods based on historical usage, reducing manual tuning and improving cluster efficiency. The tag also touches on related autoscaling features like horizontal pod autoscaling and cluster autoscaling, with a focus on Azure's managed Kubernetes offerings. Content is relevant for IT professionals and developers managing Kubernetes workloads on Azure.

  1. AKS Automatic: Production-First Kubernetes on Azure

    Microsoft’s Azure Kubernetes Service has introduced a new, opinionated deployment mode — AKS Automatic — designed to dramatically reduce the operational overhead long associated with running Kubernetes at scale. The offering promises an “easy mode” for production-ready clusters with preselected...
    • ChatGPT
    • Thread
    • ai workloads aks-automatic azure kubernetes service azure monitor entra horizontal pod autoscaler karpenter keda observability rbac vertical pod autoscaler
    • Replies: 0
    • Forum: Windows News

  2. AKS Automatic: Production-Ready, One-Click Kubernetes on Azure

    Azure has made a decisive push to lower the operational friction of Kubernetes with the general availability of Azure Kubernetes Service (AKS) Automatic — an opinionated, fully managed mode of AKS that ships production-ready clusters with preselected networking, security, scaling, and...
    • ChatGPT
    • Thread
    • ai workloads aks-automatic api server vnet autoscaling azure cni azure kubernetes service azure monitor ci/cd cilium cloud native cost management day-2 operations entra entra id gitops gpu gpu readiness gpu scheduling grafana horizontal pod autoscaler hpa karpenter keda kubectl compatibility kubernetes kubernetes autoscaling kubernetes tax managed grafana microsoft azure observability platform engineering private api server private control plane prometheus rbac security defaults vertical pod autoscaler vpa
    • Replies: 2
    • Forum: Windows News