Scaling Kubernetes pods with KEDA based on Amazon SQS queue depth
… Architecture and Request Flow This architecture relies on KEDA observing Amazon SQS queue metrics and managing a Kubernetes Horizontal Pod Autoscaler HPA based on backlog. …
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What are we solving?
In a typical Kubernetes setup, every cluster ships with its own dedicated control plane — meaning at least 3 nodes per cluster just for the control plane itself. Multiply that across dev, staging, and production environments, and you’re burning through resources before your first workload even lands. This is the problem Hosted Control Planes were built to solve. Instead of running the API server, etcd, and controllers on dedicated nodes per cluster, HCP runs all of them inside a central management cluster. The result is fewer VMs, lower costs, simpler upgrades, and a single pane of control acr
Kubernetes for platform teams: Leveraging k0s and k0rdentGPU autoscaling on Kubernetes with KEDA: Building an external scaler
… This is the same pattern Kubernetes uses for device plugins and the metrics server — a per-node agent that collects local hardware data. …
Kubernetes for platform teams: Leveraging k0s and k0rdent
… The combination of: k0s lightweight Kubernetes k0rdent multi-cluster orchestration OpenStack private cloud infrastructure creates a powerful platform engineering stack . 1. Prepare your environment Before you touch Kubernetes, make sure your base environment is correct. …
The Kubernetes integration tax: Prometheus, Cilium and production reality
… You weren’t just locked into a cloud; you were locked into its opinions about managing Kubernetes. CAPI changed the game. Your cluster is now a set of Kubernetes-native resources — Cluster, MachineDeployment, MachinePool — and a cloud-specific provider translates them into infrastructure. …
Does Kubernetes DRA Replace HAMi?
… Sources Kubernetes documentation, Dynamic Resource Allocation Kubernetes blog, Kubernetes v1.34: DRA has graduated to GA Kubernetes blog, Kubernetes v1.34: DRA Consumable Capacity Kubernetes documentation, Feature Gates reference Kubernetes documentation, Dynamic Admission Control CNCF blog, CNCF b…
Your Kubernetes health checks are accidentally waking your services. Here’s the fix.
… Kubernetes autoscalers need to know a service is dead. …
Why Kubernetes policy enforcement happens too late—and what to do about it
… In a typical Kubernetes workflow, validation can occur at multiple stages: Most governance strategies concentrate on the last two. …
Auto-diagnosing Kubernetes alerts with HolmesGPT and CNCF tools
Auto-diagnosing Kubernetes alerts with HolmesGPT and CNCF tools
Welcome CoHDI to the CNCF: Evolving Kubernetes into composable disaggregated infrastructures
… It acts as a bridge between Kubernetes and the CoHDI manager for composable disaggregated infrastructure, exposing available resources managed by the CoHDI manager as ResourceSlices within the Kubernetes DRA framework. …
How to get engineering time back from Kubernetes upgrades
… If you zoom out and look at what it really costs to run Kubernetes, the data shows where time, money, and effort add up: Komodor’s 2025 Enterprise Kubernetes Report found teams lose roughly 34 workdays per year resolving Kubernetes incidents, with nearly 80% of production issues tied to recent syst… …