KubernetesResolving the Kubernetes Autoscaling Conflict: Independent Controllers vs. Autonomous Coordination4 min read·9h ago·via The New Stack
AWSManaging SageMaker Endpoint Auto Scaling via CDK‑Driven Custom Resources4 min read·1d ago·via AWS Machine Learning Blog
KubernetesGPU autoscaling and pod‑restart automation reshape Kubernetes AI workloads3 min read·1d ago·via The New Stack
KubernetesRay‑Based AI Agent Scaling: Moving FastAPI Prototypes to Resilient Kubernetes Deployments3 min read·4d ago·via InfoQ AI/ML/Data
GCPNative scale‑to‑zero in GKE 1.37 removes KEDA complexity and cuts cold‑start latency3 min read·1mo ago·via Google Cloud Blog
GCPNative PromQL‑Driven Autoscaling in GKE Eliminates Adapter Overhead3 min read·1mo ago·via Google Cloud Blog
GCPUsing GKE Pod Snapshots to Cut AI Inference Cold‑Start Latency3 min read·1mo ago·via Google Cloud Blog
GCPTPU inference scaling: model size drives divergent generation and classification performance3 min read·1mo ago·via Google Cloud Blog
KubernetesZero‑Replica Autoscaling in Kubernetes 1.37: Practical Implications for Engineers3 min read·1mo ago·via Kubernetes Blog
KubernetesProactive GPU Autoscaling on Kubernetes Using a Predictive Controller3 min read·1mo ago·via CNCF
KubernetesGPU Autoscaling on Kubernetes with KEDA: Building an External Scaler5 min read·5mo ago·via CNCF
AzurePredictive Autoscaling: Overcoming Reactive Scaling Latency in Cloud Architecture5 min read·5mo ago·via DEVOPS