ContentPosts from @pandresantosh2011..
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@faun shared a link, 11 months, 1 week ago
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A four day hiking trip into ScreenshotOne infrastructure to solve an issue

Misleading monitor alerts: Turns out, the villain wasexample.comblocking those pesky automated requests. No real service drama here. Just a wake-up call to tame those testing environments!.. read more  

A four day hiking trip into ScreenshotOne infrastructure to solve an issue
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@faun shared a link, 11 months, 1 week ago
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Use Terraform Modules in Pulumi Without Conversion

Pulumijust leveled up. It now runsTerraformmodules straight up. This means all that slick Pulumi magic paired with the Terraform groundwork you've already laid. Drop in a module, and Pulumi takes over execution and state management. Consider it your bridge to full Pulumi bliss... read more  

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@faun shared a link, 11 months, 1 week ago
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AI-Powered Ransomware and Malware Detection in Cloud Environments

Cloud platforms face increasing ransomware and malware threats, leading to a shift towards AI and ML for advanced detection. Supervised models excel at known threats, while unsupervised methods detect novel attacks but generate more false positives. Deep learning is great for complex patterns but la.. read more  

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@faun shared a link, 11 months, 1 week ago
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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... read more  

Unlocking High-Performance AI/ML in Kubernetes with DRANet and RDMA
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@faun shared a link, 11 months, 1 week ago
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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.. read more  

Critical NVIDIA Container Toolkit Flaw Allows Privilege Escalation on AI Cloud Services
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@faun shared a link, 11 months, 1 week ago
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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 .. read more  

Under the hood: Amazon EKS ultra scale clusters
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@faun shared a link, 11 months, 1 week ago
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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.. read more  

Zendesk Streamlines Infrastructure Provisioning with Foundation Interface Platform
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@faun shared a link, 11 months, 1 week ago
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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.. read more  

6 Design Principles for Edge Computing Systems
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@faun shared a link, 11 months, 1 week ago
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OpenShift LACP bonding performance expectations

Red Hat OpenShift and NIC bonding for high availability is getting popular in data centers. Consider layer2/layer2+3 configurations for balanced traffic distribution across bonded links. Layer3+4 hashing offers highest throughput but may lead to out-of-order packets due to 802.3ad non-compliance. It.. read more  

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@faun shared a link, 11 months, 1 week ago
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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.. read more  

Kubernetes Scaling Strategies