Testing small LLMs in a VMware Workstation VM on an Intel-based laptop reveals performance speeds orders of magnitude faster than on a Raspberry Pi 5, demonstrating that local AI limitations are hardware-driven -- not inherent to running AI locally.
Karen Lopez explains that backup alone is not enough, and that real cyber resilience depends on tested recovery procedures, failover readiness, automation and business continuity planning.
AI integration is most effective when you constrain model output through structured prompts and enforce application-side validation so your business logic, compliance requirements, and user experience remain under your control.
Benchmarking four compact LLMs on a Raspberry Pi 500+ shows that smaller models such as TinyLlama are far more practical for local edge workloads, while reasoning-focused models trade latency for deeper output quality.
Sergey Chubarov explained how unmanaged non-human identities such as service accounts, API keys and tokens can become a major attack vector and outlined practical steps to improve visibility, governance and credential security.
Joey D'Antoni argues that faster cloud incident response depends on observability and automation, defined roles and communications, and disciplined post-incident learning.
Tom Fenton reports running Ollama on a Windows 11 laptop with an older eGPU (NVIDIA Quadro P2200) connected via Thunderbolt dramatically outperforms both CPU-only native Windows and VM-based configurations for local LLM inference -- proving that even modest GPU acceleration delivers significant, real-world performance gains.
KubeCon 2026 EU's final day showcased Kubernetes' evolution into the distributed operating system for AI workloads, with speakers calling for a cultural shift from passive consumption to active contribution within the CNCF cloud-native ecosystem.
KubeCon 2026 EU's second day explored how enterprises can balance digital sovereignty with open-source collaboration -- with speakers arguing that organizations must distinguish between a unified global codebase and locally controlled operational deployments -- while showcasing real-world Kubernetes applications ranging from France's national railway infrastructure to satellite-based environmental monitoring.
KubeCon EU 2026 drew a record 13,500 attendees to Amsterdam -- the largest open-source software meetup in history. Day 1 keynotes centered on AI infrastructure: NVIDIA joined CNCF as a Platinum member and donated its GPU driver as a standard reference for the Kubernetes DRA API, while new projects like AICR and LLM-D tackle the distributed inference challenge at scale. Virtualization & Cloud Review's Tom Fenton reports from the show floor.
Our 1-person SOC from Down Under explains how, as enterprise organizations outside the U.S. increasingly seek alternatives to American public cloud providers, Microsoft is responding with a spectrum of sovereign cloud options -- from country-specific Azure regions and national partner clouds to fully disconnected on-premises clusters running Azure Linux.
- By Paul Schnackenburg
- 03/31/2026
Tom Fenton's on-the-ground report from KubeCon Europe 2026 in Amsterdam reveals that enterprises are actively pursuing Kubernetes-based alternatives to legacy VM infrastructure -- with a pre-conference "VM on Kubernetes Day" event and vendor discussions with Cast AI and ZEDEDA highlighting real-world strategies for migration, cloud cost optimization, and edge AI deployment.
Tom Fenton's benchmark data across the Pi 400, Pi 500, Pi 500+, and Pi 5 shows the Pi 500+ delivering the strongest all-around desktop performance with notable gains in CPU, graphics, and networking.</p>
A hands-on PoC with Microsoft Copilot Studio found that creating a basic agent was easy, but getting useful results from a SharePoint-hosted Excel tracker required extra connection setup and worked better only after separate worksheet tabs were split into distinct files.
The Raspberry Pi 500+ upgrades the computer-in-a-keyboard concept with 16GB of RAM, a 256GB NVMe SSD, and a mechanical keyboard -- all built on the same Broadcom BCM2712 processor as the Pi 5 and Pi 500.
Enterprises face five hard truths when scaling AI from successful pilots to production -- governance gaps, AI agent sprawl, security as an afterthought, agent unpredictability, and the absence of shared architecture -- all lessons that mirror the chaotic early days of API development and demand the same solutions that eventually tamed it.
Edera's Micro VM platform isolates each Kubernetes pod in its own private Linux kernel using a Rust-based, Xen-derived hypervisor -- reducing the container attack surface by up to 95% while maintaining near-native performance
After splitting from VMware in 2024, Omnissa Horizon has evolved with expanded platform support including Nutanix AHV, modernized client interfaces, AI-powered tools, and flexible hybrid cloud deployment options while maintaining its enterprise VDI foundation.
Security expert Brien Posey outlined why the data layer is a prime target and shared practical protection principles: know what you have, limit access, encrypt data and use strong authentication.
Our 1-person SOC from Down Under explains how Microsoft Sentinel has rapidly evolved from its 2019 launch to become a leading cloud-based SIEM solution, now featuring advanced capabilities like graph databases, AI agents, data lake storage, and seamless XDR integration.
- By Paul Schnackenburg
- 03/02/2026