Karpenter
Kubernetes Wasn’t Built for GPUs. Make It Behave
Kubernetes counts whole GPUs and treats pods as disposable. An LLM pod is neither. Share the silicon with MIG/MPS/time-slicing and stop paying for idle ...
Sneha Gullapalli | | A100, AI infrastructure, AI Workloads, cloud native AI, Dynamic Resource Allocation, GPU autoscaling, GPU cost reduction, GPU optimization, GPU partitioning, GPU sharing, GPU time-slicing, GPU utilization, H100, Karpenter, KServe, Kubernetes DRA, Kubernetes GPU scheduling, LLM Inference, model caching, multi-instance GPU, NVIDIA GPU Operator, NVIDIA MIG, NVIDIA MPS, scale-to-zero, VRAM
The Ultimate Guide to GPU Scaling With Karpenter
Karpenter GPU scaling on Amazon EKS: avoid common mistakes, optimize Spot capacity, reduce cold starts and improve utilization for AI workloads ...
What to Expect From Kubernetes 1.36
Kubernetes 1.36 launches April 22, 2026, marking a major shift in networking as Ingress-Nginx retires in favor of the more scalable Gateway API. Key updates include bolstered Linux User Namespaces for better ...
Adrian Bridgwater | | admission control config, CloudNativeCon, cluster security, container isolation, Deployment Stability, DRA, Dynamic Resource Allocation, EKS, fat image anti-pattern, gateway API, ingress-nginx retirement, Karpenter, KubeCon Europe, Kubernetes 1.36, Linux user namespaces, LLM weights, manifest-based admission control, OCI artifacts, platform engineering, security patches, specialized hardware, taints and tolerations, upgrade risk, VolumeSource, WatchCache
vCluster Embraces Karpenter for Dynamic Scaling of Virtual Kubernetes Nodes
vCluster Labs today added an ability to automatically scale nodes running on a virtual Kubernetes cluster. Company CEO Lukas Gentele said the Auto Nodes capability added to the vCluster platform are enabled ...
Karpenter Carves Out Keener Kubernetes Compute Consumption
Open source Kubernetes cluster auto-scaling and compute management project Karpenter dons its graduation robes this month as it moves to its 1.0.0 version release ...

