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DRA

Stop Treating GPUs Like Web Pods

Stop Treating GPUs Like Web Pods

Kubernetes schedules accelerators as opaque integers, and your bill pays for it. Share the silicon, scale on the right signal and keep weights out of the image ...
Veera Ravindra Divi | August 12, 2026 | AI infrastructure, AI serving, autoscaling, cloud costs, cloud native AI, DCGM exporter, DRA, Dynamic Resource Allocation, GPU costs, GPU scheduling, GPU sharing, GPU utilization, GPUs, inference workloads, KEDA, kubernetes, Kubernetes GPU scheduling, LLM Inference, MIG, model weights, MPS, NVIDIA GPUs, NVIDIA MIG, Prometheus, scale-to-zero, time-slicing
Kubernetes v1.36 Promotes Stability, Compatibility & Reproducibility

Kubernetes v1.36 Promotes Stability, Compatibility & Reproducibility

Kubernetes v1.36 (Spring 2026) introduces 70 enhancements, including major security hardening for the Kubelet API and the debut of Workload-Aware Scheduling (WAS) for AI/ML. This release focuses on fine-grained resource health, stable ...
Adrian Bridgwater | April 22, 2026 | AI/ML Infrastructure, CI/CD, cloud native security, cloud-native applications, Cluster Hardening, container security, containers, CSI Token Redaction, developers, Distributed Training, DRA, Dynamic Resource Allocation, External Token Signing, Gang Scheduling, K8s v1.36, Kubelet API Authorization, kubernetes, Kubernetes Enhancements 2026., Kubernetes v1.36, microservices, Node Logs, open source, PodGroup API, Resource Health Status, storage, Volume Group Snapshots, WAS, workload-aware scheduling
SRE, autoscaling, Tailscale, Kubernetes, argo cd, Kubernetes v1.33,  AI, Nelm, Kubernetes, architecture, , architecture, Rackspace, GPUs, Kubernetes, Solo.io Kubernetes cloud foundry keptn cloud-native automation

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 | March 13, 2026 | 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
Arrival of Kubernetes 1.34 Simplifies Raft of Management Challenges

Arrival of Kubernetes 1.34 Simplifies Raft of Management Challenges

The Technical Oversight Committee (TOC) for Kubernetes today released an update to the platform that adds and revises application programming interfaces (APIs) to resolve a range of performance, management and cybersecurity challenges ...
Mike Vizard | August 27, 2025 | API, DRA, kubernetes, TOC

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The Economics of Infrastructure Modernization
4 November 2026
The Economics of Infrastructure Modernization
The AI-Powered Modernization Playbook for Financial Services Secure Migration, Modernization & the AI-Driven Development Lifecycle
14 October 2026
The AI-Powered Modernization Playbook for Financial Services Secure Migration, Modernization & the AI-Driven Development Lifecycle

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Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
20 October 2026
Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint

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ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

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MOST READ

Komodor Extends AI SRE Reach for Kubernetes to AI Agents

September 17, 2026

Karmada Federated Control Plane for Kubernetes Achieves CNCF Graduation

September 24, 2026

CloudBolt Adds Ability to Optimize GPU Consumption by Kubernetes Workload

September 24, 2026

groundcover Acquires Wand Platform to Optimize Kubernetes Clusters

September 24, 2026

Microsoft Bakes Linux Container Support Directly into Windows

October 2, 2026

RECENT POSTS

One Model, Many Tenants: Testing a Shared P2P Cache Across Virtual Kubernetes Clusters
Container/Kubernetes Management Contributed Content Platform Engineering Social - Facebook Social - LinkedIn Social - X 

One Model, Many Tenants: Testing a Shared P2P Cache Across Virtual Kubernetes Clusters

October 8, 2026 Pavan Madduri 0
How Container Image Signing Works From Build to Kubernetes Deployment
Containers Contributed Content Social - Facebook Social - LinkedIn Social - X Topics 

How Container Image Signing Works From Build to Kubernetes Deployment

October 8, 2026 Michael Carter 0
When the Scheduler is Full but the Autoscaler Is Not
Contributed Content Docker Social - Facebook Social - LinkedIn Social - X Topics 

When the Scheduler is Full but the Autoscaler Is Not

October 7, 2026 Praneeth Kodumagulla 0
AKS Is Growing – Along With Its Kubernetes Utilization Problem
Container/Kubernetes Management Features Kubernetes Governance Kubernetes in the Enterprise Social - Facebook Social - LinkedIn Social - X 

AKS Is Growing – Along With Its Kubernetes Utilization Problem

October 6, 2026 Sharone Zitzman 0
RapidFort Creates Multiple Alliances to Better Secure Cloud-Native Applications
Cloud-Native Security Containers DevSecOps DevSecOps Features Social - Facebook Social - LinkedIn Social - X 

RapidFort Creates Multiple Alliances to Better Secure Cloud-Native Applications

October 6, 2026 Mike Vizard 0
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