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Prometheus

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
Why Kubernetes Cost Allocation and Cloud Bills Don’t Match

Why Kubernetes Cost Allocation and Cloud Bills Don’t Match

A few months ago, I found myself looking at a Kubernetes cost report and a cloud invoice side by side. The numbers didn’t match. Not because of a bug or a calculation ...
Ozlem Tanrikulu | July 1, 2026 | cloud cost management, Cost Allocation, FinOps, kubernetes, platform engineering, Prometheus
kubernetes, network, logistics, security, Traefik Tigera container security Calico Red Hat Dynatrace

What Kubernetes Means for NetOps and CloudOps Teams

Kubernetes at 10 powers most enterprises, but its complexity creates blind spots in networking, security, and troubleshooting. Here’s how IT teams can adapt ...
Nigel Hickey | October 3, 2025 | cloudops, container orchestration, CVE IngressNightmare, Datadog, DevOps silos, hybrid cloud visibility, Ingress controllers, K8s monitoring, Kubernetes MTTR, Kubernetes networking, Kubernetes troubleshooting, microservices security, NetOps, Prometheus, YAML configs
Cloud Native’s Two‑Headed Monster

Cloud Native’s Two‑Headed Monster

Kubernetes brought order to containers. Observability brought clarity to complexity. Now, they’re co-leading the cloud-native movement—and redefining the CNCF ecosystem ...
Alan Shimel | August 15, 2025 | cloud native, cncf, DevOps monitoring, Grafana, KubeCon*CNCNA2025, kubernetes, observability, OpenTelemetry, platform engineering, Prometheus
Prometheus, kubernetes, CNCF Promotes Prometheus Container Monitoring

Setting Up Scalable Monitoring With Prometheus, Grafana and Mimir on Kubernetes

A comprehensive and adaptable guide to setting up scalable monitoring with Prometheus, Grafana, and Mimir on Kubernetes ...
Pradeep Kumar Goud Gaddamidi | June 23, 2025 | Alerts. Automation, cloud, dashboards, GCP, Grafana, kubernetes, Mimir, Monitoring Metrics, NGINX, Prometheus, Terraform
New Relic cloud-native no-code

New Relic Adds Native Kubernetes Support to Observability Platform

New Relic is now providing native Kubernetes support for OpenTelemetry and Prometheus-instrumented hosts ...
Mike Vizard | March 20, 2024 | cloud native, kubernetes, New Relic, observability, OpenTelemetry, Prometheus
10+ Open Source Kubernetes-Native Observability Tools

10+ Open Source Kubernetes-Native Observability Tools

Kubernetes is revolutionizing the way modern enterprises manage their cloud infrastructure. But as the technology develops, so does the need for visibility into systems running on Kubernetes. Without proper observability, it’s hard ...
Bill Doerrfeld | February 22, 2023 | cncf, Grafana, kubernetes, metrics, monitoring, observability, Prometheus

Prometheus Associate Certification will Demonstrate Ability to Monitor Infrastructure

New associate certification exam from CNCF and The Linux Foundation will test foundational knowledge and skills using Prometheus, the open source systems monitoring and alerting toolkit Valencia, SPAIN, KubeCon + CloudNativeCon Europe ...
Veronica Haggar | May 18, 2022 | cncf, KubeCon + CloudNativeCon Europe 2022, Linux Foundation, Prometheus
Chronosphere Adds Query Builder Tool Based on PromQL

Chronosphere Adds Query Builder Tool Based on PromQL

Chronosphere, a provider of an observability platform for cloud-native applications based on microservices, this week added support for a Query Builder tool based on the Prometheus query language (PromQL). That capability comes ...
Mike Vizard | November 5, 2021 | Chronosphere, observability, Prometheus, PromQL, query language
microsoft, azure,

Tuning K8s Performance and Cost With NGINX Ingress Metrics

There are load balancers, and then there are load balancers. Broadly speaking, there are two variations of NGINX: The first variation is open source with many contributors and an install base of—perhaps—billions ...
Amir Sharif | October 11, 2021 | kubernetes, load balancing, NGINX, Prometheus
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The Economics of Infrastructure Modernization
4 November 2026
The Economics of Infrastructure Modernization
Modernize for the AI Era
14 October 2026
Modernize for the AI Era
Migrating Apache Solr Workloads to Amazon OpenSearch Service
29 September 2026
Migrating Apache Solr Workloads to Amazon OpenSearch Service

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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
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
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage
1 October 2026
Closing the Loop on AI Coders: 3,200 Vulns Fixed with Zero Human Triage

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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

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

Deloitte Partners with Memcyco to Combat ATO and Other Online Attacks with Real-Time Digital Impersonation Protection Solutions

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MOST READ

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

Kubernetes v1.37 Enhances Dynamic Resource Allocation

August 28, 2026

RECENT POSTS

Production-Safe Security Testing: A Missing Layer in Cloud-Native Application Security
Cloud-Native Security Contributed Content Social - Facebook Social - LinkedIn Social - X 

Production-Safe Security Testing: A Missing Layer in Cloud-Native Application Security

September 14, 2026 Dharmesh Acharya 0
K8sGPT and the Guardrails for AI-Assisted Kubernetes Troubleshooting
Cloud-Native Development Cloud-Native Platforms Contributed Content Kubernetes Platform Engineering Social - Facebook Social - LinkedIn Social - X Topics 

K8sGPT and the Guardrails for AI-Assisted Kubernetes Troubleshooting

September 10, 2026 Pavan Madduri 0
Kubernetes Did Not Miss the AI Wave. It Absorbed It
Features Kubernetes News Resources Social - Facebook Social - LinkedIn Social - X Topics 

Kubernetes Did Not Miss the AI Wave. It Absorbed It

September 10, 2026 Alan Shimel 0
Manifestly Safer, Why Kubernetes Wants Developers to Speak KYAML
Cloud-Native Security Containers Features Social - Facebook Social - LinkedIn Social - X Topics 

Manifestly Safer, Why Kubernetes Wants Developers to Speak KYAML

September 8, 2026 Adrian Bridgwater 0
RapidFort Allies with CrowdStrike to Harden Container Images
Cloud-Native Security DevSecOps Features Social - Facebook Social - LinkedIn Social - X 

RapidFort Allies with CrowdStrike to Harden Container Images

September 4, 2026 Mike Vizard 0
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