Blog
1844+ articles — Page 76 of 77
Model Evaluation and Benchmarking on RHEL AI
Comprehensive guide to evaluating and benchmarking fine-tuned models on RHEL AI using MMLU, custom evaluation suites, and production metrics.
9 min read
Multi-GPU Training RHEL AI: NCCL and
Fix NCCL_TIMEOUT errors and scale multi-GPU training on RHEL AI. Covers data parallelism, model parallelism, NCCL environment variables, and distributed.
8 min read
Synthetic Data Generation with InstructLab SDG
Master the art of generating high-quality synthetic training data using InstructLab's SDG pipeline on RHEL AI, covering teacher models and data pipelines.
8 min read
NFSoRDMA on Dell EMC PowerScale OneFS for OpenShift
Use NFS over RDMA (NFSoRDMA) with PowerScale OneFS to reduce latency and CPU overhead for shared storage in OpenShift—especially for data-hungry AI/HPC.
5 min read
OpenShift Networking with SR-IOV, RDMA and NVIDIA
Learn why SR-IOV and RDMA matter for GPU/HPC workloads on OpenShift, and how the NVIDIA Network Operator helps you deploy a fast, low-latency data plane.
6 min read
Production-Ready RHEL AI: From Development to Enterprise...
Deploy RHEL AI models at enterprise scale with Terraform, OpenShift manifests, Ansible playbooks, and policy-as-code gates, based on Practical RHEL AI.
13 min read
SR-IOV + NVIDIA vs Intel NIC: Driver Collision
How competing kernel modules (often auxiliary) can break networking when OFED/DOCA meets ice/i40e. Learn what's colliding and how to fix it.
3 min read
The Four Faces of Modern AI
From RAG to strategic systems that don't just talk — they operate. How AI evolved through four roles: retrieve, interpret, act, and plan.
6 min read
Speaking at KubeCon Europe 2026
Luca Berton presents 'Lessons Learned Orchestrating Multi-Tenant GPUs on OpenShift AI with NVIDIA KAI' at KubeCon + CloudNativeCon Europe 2026 in London.
5 min read
AI Governance and Security on RHEL AI
Implement enterprise-grade AI governance with SELinux, RBAC, SPDX lineage tracking, and policy-as-code gates, based on Practical RHEL AI Chapters 4 and 8.
9 min read
Monitoring and Observability for RHEL AI Workloads
Build production-ready monitoring for RHEL AI models using Prometheus, Grafana, GPU thermals, cgroup pressure, and MMLU accuracy drift detection.
7 min read
Fine-Tuning Models with InstructLab on RHEL AI
Master the four-step InstructLab workflow to fine-tune Granite and Mixtral models on Red Hat Enterprise Linux, based on Practical RHEL AI book Chapters 3 and 5.
7 min read
Getting Started with RHEL AI: Installation and GPU Setup
A complete guide to installing Red Hat Enterprise Linux AI and configuring GPU acceleration for enterprise AI workloads, based on Practical RHEL AI book.
4 min read
Securing Cloud Operations: Build Confident, Compliant...
Learn to secure AWS, Azure, and GCP workloads end-to-end with IAM, firewalls, encryption, cloud-native security tools, and audit-ready controls in this.
5 min read
RHEL AI Tutorial: Deploy and Scale AI on Red
Deploy AI on RHEL with InstructLab, Granite models, and GPU acceleration. Complete hands-on tutorial for enterprise AI on Red Hat Enterprise Linux.
7 min read
FikaWorks Day 2025: Writing Technical Books That Sell...
Luca Berton shares his journey from engineer to six-time published author at FikaWorks Day 2025—learn how to write, pitch, and scale your impact through.
18 min read
Dutch Cloud Native Day 2025 – Field Notes from Utrecht
A one-day deep-dive into the Benelux cloud-native scene covering Kubernetes, GitOps, observability, and platform engineering best practices.
10 min read
TNW Conference Amsterdam 2025: AI, Startups, and Deep Tech
TNW Conference 2025 Amsterdam recap. Highlights from two days of AI demos, startup pitches, and deep tech talks at the NDSM wharf. Photos and key takeaways.
9 min read
De Nederlandse Kubernetes Podcast #100
Reflections from an 8-hour live charity marathon supporting the Food Bank and celebrating the Kubernetes community in the Netherlands.
1 min read
ServiceNow Basics: IT Automation & AI‑Powered Workflows
Automate ITSM processes and build AI-driven workflows in ServiceNow with this hands-on Coursera course by Luca Berton. From basics to advanced flows.
2 min read
KubeCon Europe 2025: Highlights with Luca Berton
Join Luca Berton as he takes you inside KubeCon Europe 2025 — from the Kube Train to the keynotes, automation, and AI talks!
3 min read
Configuration Management Day 2025: Automation, DevOps & IaC
From Chef to Ansible, hear automation leaders at Configuration Management Camp 2025. Expert interviews on Infrastructure as Code and open source.
5 min read
Top Interviews from FOSDEM 2025 by Luca Berton
Watch the most popular interviews from FOSDEM 2025, where Luca Berton sits down with open-source innovators shaping the future of tech.
6 min read
Operationalizing Machine Learning
Deploy ML models to production with MLOps. CI/CD pipelines, Docker containerization, Kubernetes orchestration, model monitoring, and A/B testing. Free.
2 min read