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@faun shared a link, 1 month, 1 week ago

Unlocking High-Performance AI/ML in Kubernetes with DRANet and RDMA

DraNetslaps networking woes straight out the door. It natively handles RDMA in Kubernetes, so you can toss those convoluted scripts. Now in beta and weighing only 50MB, it offers deployments that are lean, speedy, and unyieldingly secure...

Unlocking High-Performance AI/ML in Kubernetes with DRANet and RDMA
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@faun shared a link, 1 month, 1 week ago

Critical NVIDIA Container Toolkit Flaw Allows Privilege Escalation on AI Cloud Services

A critical container escape vulnerability (CVE-2025-23266) in NVIDIA Container Toolkit poses a severe threat to managed AI cloud services, earning a CVSS score of 9.0 out of 10.0. This flaw allows37%of cloud environments to potentially be accessed by attackers using a three-line exploit, enabling co..

Critical NVIDIA Container Toolkit Flaw Allows Privilege Escalation on AI Cloud Services
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@faun shared a link, 1 month, 1 week ago

Securing Kubernetes 1.33 Pods: The Impact of User Namespace Isolation

Kubernetes 1.33rolls out with a security upgrade. It flips the switch onuser namespacesby default, shoving pods into the safety zone as unprivileged users. Potential breaches? Curbed. But don't get too comfy—idmap-capable file systems and up-to-date runtimes are now your new best friends if you want..

Securing Kubernetes 1.33 Pods: The Impact of User Namespace Isolation
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@faun shared a link, 1 month, 1 week ago

Setting up Prometheus Stack on Kubernetes

Devtronis Kubernetes monitoring on overdrive. It ropes inPrometheusandGrafana, automates the pesky setup, and shoots real-time insights straight into a slick UI. Effort? Minimal. Results? Maximal...

Setting up Prometheus Stack on Kubernetes
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@faun shared a link, 1 month, 1 week ago

Automated Kubernetes Threat Detection with Tetragon and Azure Sentinel

Kubernetes security tools usually drop the ball. Enter the dynamic duo:Tetragonwielding eBPF magic for deep observability, and smart notifications for sniper-precise alerts.Fluent Bitpairs withAzure Logic Appsin an automated setup so you can hunt down threats in real-time. Not a drop of sweat needed..

Automated Kubernetes Threat Detection with Tetragon and Azure Sentinel
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@faun shared a link, 1 month, 1 week ago

6 Design Principles for Edge Computing Systems

Edge systemseach have their eccentricities, needing solutions as unique as they are:Chick-fil-Aswears byKubernetesto herd its standard operations. TheAir Force, however, prizes nimbleness and ironclad security for deployments scattered across the globe. Smart edge management? It’s a mix ofInfrastruc..

6 Design Principles for Edge Computing Systems
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@faun shared a link, 1 month, 1 week ago

Under the hood: Amazon EKS ultra scale clusters

Amazon EKScranked up its gear—you can now spin up clusters with a staggering100,000 nodesat your beck and call. That’s a cozy home for either1.6 million AWS Trainium chipsor800,000 NVIDIA GPUs. Welcome to the playground for ultra-scale AI/ML. Performance soars skyward by ditching old etcd consensus ..

Under the hood: Amazon EKS ultra scale clusters
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@faun shared a link, 1 month, 1 week ago

GitOps continuous delivery with ArgoCD and EKS using natural language

ArgoCD MCP Serverteams up withAmazon Q CLIto shake up Kubernetes with natural language controls. Finally, GitOps that even the non-tech crowd can handle. Kiss those roadblocks goodbye. No more brain strain from Kubernetes. Now, plain language syncs apps, reveals resource trees, and checks health sta..

GitOps continuous delivery with ArgoCD and EKS using natural language
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@faun shared a link, 1 month, 1 week ago

Zendesk Streamlines Infrastructure Provisioning with Foundation Interface Platform

Zendeskhas tossed out the old playbook with itsFoundation Interface. Forget the guessing games of infrastructure provisioning; engineers now scribble their demands in YAML, and voilà—magic happens. Kubernetes operators step in, spinning these requests into Custom Resources. It’s self-service nirvana..

Zendesk Streamlines Infrastructure Provisioning with Foundation Interface Platform
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@faun shared a link, 1 month, 1 week ago

Kubernetes Scaling Strategies

Horizontal Pod Autoscaler(HPA) cranks up pods based on CPU, memory, or custom quirks. A dream for stateless adventures, but you'll need a metrics server.Vertical Pod Autoscaler(VPA) fine-tunes CPU and memory for pods. Works like a charm for jobs where scaling out is sketchy, though it demands restar..

Kubernetes Scaling Strategies

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