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GPUs

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
Stop Treating Your Models Like Microservices

Stop Treating Your Models Like Microservices

A few years ago, it felt like Kubernetes had become the universal answer to infrastructure problems. Teams wanted resiliency? Kubernetes. Faster deployments? Kubernetes. Scalability? Kubernetes again. Eventually, the industry stopped treating cloud-native ...
Swapneswar Sundar Ray | June 11, 2026 | AI infrastructure, cloud-native architecture, GPUs, kubernetes, observability
vCluster Adds Virtual Kubernetes Reference Architecture for GPUs

vCluster Adds Virtual Kubernetes Reference Architecture for GPUs

vCluster Labs has made available a reference architecture for incorporating graphical processor units (GPUs) running artificial intelligence (AI) workloads into virtual Kubernetes clusters. Company CEO Lukas Gentele said the Infrastructure Tenancy Platform ...
Mike Vizard | November 25, 2025 | AI, GPUs, kubernetes, Reference Architecture, vCluster Labs
Docker, AI, GenAI, Kubernetes, docker, ai, cloud-native AI Carbon Relay

Evolving Kubernetes and GKE for Gen AI Inference 

The combination of foundational improvements in open-source Kubernetes and powerful, managed solutions on GKE represents a significant leap forward for any organization working with generative AI ...
Akshay Ram | June 19, 2025 | AI aware load balancing, AI aware routing, benchmark database, cloud-native applications, community driven effort, container orchestration, data driven decisions, developer velocity, Evolving Kubernetes, Gen AI inference, GKE, GKE features, GKE Inference Quickstart, GPUs, Inference Gateway, inference perf project, intelligent scheduling, Kubernetes primitives, KV cache utilization, large models, latency vs throughput curves, microservices, model replica routing, open source Kubernetes, request response patterns, scaling, seamless portability, specialized hardware, standardized benchmarking, tail latency reduction, throughput increase, total cost of ownership, TPU serving stack, TPUs, user experience, vLLM library
Kubernetes, GPUs,

Rafay Extends Kubernetes Reach into the Realm of AI

Rafay Systems is making it simpler to build and deploy artificial intelligence (AI) applications on Kubernetes clusters by adding support for graphical processing units (GPUs) to its management platform ...
Mike Vizard | May 20, 2024 | AI, AI applications, GPUs, kubernetes

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The Economics of Infrastructure Modernization
4 November 2026
The Economics of Infrastructure Modernization
Beyond SLSA and Sigstore: Securing the Developer Origin in the Age of Agentic Coding
20 October 2026
AI Agents Can Now Take Software Apart. DevOps Teams Need a Plan
20 October 2026
Microsoft Foundry Puts AI Agents on a Schedule and Under Watch
20 October 2026
AI Security: Machine-Speed Threats, Multi-Layered Defense
1 December 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
23 November 2026
Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
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17 November 2026

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Karmada Federated Control Plane for Kubernetes Achieves CNCF Graduation

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CloudBolt Adds Ability to Optimize GPU Consumption by Kubernetes Workload

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groundcover Acquires Wand Platform to Optimize Kubernetes Clusters

September 24, 2026

AKS Is Growing – Along With Its Kubernetes Utilization Problem

October 6, 2026

Microsoft Bakes Linux Container Support Directly into Windows

October 2, 2026

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