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cloud costs

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
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

The Efficiency Era: How Kubernetes v1.35 Finally Solves the “Restart” Headache 

Kubernetes v1.35 introduces in-place resource resizing, revolutionizing how stateful workloads are managed. Discover the benefits of dynamic resource allocation, traffic distribution, and the improvements that enhance operational efficiency for platform engineers ...
Pavan Madduri | March 3, 2026 | AI/ML workloads, cloud costs, Dynamic Resource Allocation, efficiency era, FinOps, immutability, Kubernetes architecture, Kubernetes enhancements, Kubernetes v1.35, Openshift, operational efficiency, resource resizing, self-healing infrastructure, Stateful Workloads, system performance, traffic distribution, vertical scaling
Google, clusters, infrastructure, waste, cost, Mirantis, Akamai, k0smotron, kubernetes, cluster, Acorn Red Hat Kubernetes cluster

CAST AI Analysis Surfaces Massive Kubernetes Infrastructure Waste

An analysis of Kubernetes clusters deployed in cloud computing environments by more than 2,100 organizations finds the average CPU utilization across Kubernetes clusters is just 10%, with memory utilization rates standing at ...
Mike Vizard | March 5, 2025 | cloud costs, IT infrastructure, kubernetes
Kubernetes macOS Docker DaaS laptop work

KubeCon 2023: Kubernetes Docker Infrastructure

Mitch Ashley: Hey everybody, welcome back to KubeCon here, 2023 in Chicago. More great conversations. Speaking of which, my new best friend who I just met, Puneet Gupta, welcome from Amberflo. Puneet ...
Mitch Ashley | November 30, 2023 | Amberflo, best practices, cloud costs, KubeCon, kubernetes
Getting Started With Kubecost: Open Source Cost Management for K8s

Getting Started With Kubecost: Open Source Cost Management for K8s

Tools like Kubecost are an invaluable asset for any organization aiming to monitor and manage Kubernetes and cloud spending ...
Gilad David Mayaan | September 20, 2023 | cloud cost management, cloud costs, FinOps, Kubecost, kubernetes
Kubernetes cost cloud Day 2

Cloud-Native Costs Can Fool You

The decision of whether to operate an application in the cloud or keep it on-premises involves a nuanced analysis ...
Lee Atchison | August 15, 2023 | cloud, cloud costs, cloud-native applications, FinOps
AWS Extends Kubecost Alliance to Rein in K8s Costs

AWS Extends Kubecost Alliance to Rein in K8s Costs

Amazon Web Services (AWS) has extended its alliance with Kubecost to integrate a cost monitoring tool for Kubernetes with a managed instance of Prometheus monitoring software. Previously, AWS made the Kubecost cost ...
Mike Vizard | June 19, 2023 | aws, cloud cost management, cloud costs, cloud native, Kubecost, kubernetes
cloud container Kubernetes costs cost IBM

The Hidden Cost of Fixing Your Kubernetes Clusters

While the adoption of Kubernetes to speed software development has become a recipe for success in the containerized world, many organizations working to streamline and optimize their processes are encountering a major ...
Jenn Jeffers | July 13, 2022 | cloud costs, cluster management, container misconfigurations, cost management, kubernetes
Kubernetes, observability, tracing, kubernetes observability, Grafana labs, kubernetes, observe, tool, Datadog, data, observability, kubernetes Docker Granulate observability

Granulate Updates Open Source Kubernetes Profiling Tool

Granulate today released an update to its open source profiling tool that enables IT teams to investigate the behavior of multiple Kubernetes clusters across different regions and even code versions. Asaf Ezra, ...
Mike Vizard | August 26, 2021 | cloud costs, cost management, Granulate, kubernetes, observability
cloud container Kubernetes costs cost IBM

Survey Surfaces Recent Spike in Kubernetes Costs

A survey of 178 IT professionals that have deployed Kubernetes finds just over two-thirds of respondents (68%) have seen an uptick in Kubernetes costs, with an equal number either relying on monthly ...
Mike Vizard | June 29, 2021 | cloud costs, cloud-native architecture, cncf, FinOps Foundation, kubernetes, survey
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The Economics of Infrastructure Modernization
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Practitioner Perspective: Achieving Fine-Grained Control for Data and AI on the Endpoint
20 October 2026
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Agentic Runtime Security on AWS: Identity, Least Privilege, and Audit for AI Agents with IBM Verify Identity Access and HashiCorp Vault
1 October 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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ThreatHunter.ai Halts Hundreds of Attacks in the past 48 hours: Combating Ransomware and Nation-State Cyber Threats Head-On

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

Docker Desktop Gets a Hypervisor of its Own

August 13, 2026

Red Hat Readies an MCP Server to Help LLMs Manage Kubernetes

August 19, 2026

Kubeflow’s Graduation Is a Vote for Kubernetes as the AI Control Plane

August 19, 2026

CNCF Graduates Kubeflow for Production AI on Kubernetes

August 18, 2026

Echo Acquires Hardened Container Assets from Minimus

August 27, 2026

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K8sGPT and the Guardrails for AI-Assisted Kubernetes Troubleshooting

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Kubernetes Did Not Miss the AI Wave. It Absorbed It
Features Kubernetes News Resources Social - Facebook Social - LinkedIn Social - X Topics 

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