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Articles from stack8s on sovereign AI, hybrid cloud architecture, and practical GPU economics.

Showing results for: hpc

21 Aug 20253 min read

Bridging HPC and AI/ML: Integrating Slurm with MLOps Platforms

The Convergence Challenge Over the past decade, enterprises have invested heavily in High Performance Computing (HPC) infrastructure to tackle complex scientific problems. These organizations have built sophisticated systems using Slurm to schedule massively parallel jobs across large clusters equipped with accelerated hardware. Now, as AI/ML workloads demand similar computational resources for deep learning model training, enterprises are seeking ways to leverage their existing HPC investments

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25 May 20257 min read

stack8s - Research Institution Edition: A Modern Alternative to Traditional HPC Platforms

Executive Summary Research institutions can leverage Stack8s as a modern alternative to traditional High-Performance Computing platforms by utilizing its distributed Kubernetes infrastructure to support computational research workloads. The platform's global network fabric and cloud-native architecture offer compelling advantages over conventional HPC systems while addressing common limitations in academic computing environments. Putting things into Perspective - Tip of the Iceberg Here is t

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15 May 20256 min read

Choosing the Right HPC Platform: Stack8s vs OpenHPC vs Apptainer

Feature / CapabilityOpenHPCApptainer (Singularity)Stack8sTypeHPC OS toolkit / packaging stackHPC-native container runtimeCloud-native platform built on Kubernetes + HPCPrimary Use CaseDeploy and manage Linux HPC clustersReproducible containerized researchRun modern AI/ML, DBs, and tools across HPC & cloudEase of Setup❌ Complex, manual, sysadmin-heavy✅ Easy for users, no root needed✅ Managed platform - UI, CLI, and API accessUser Experience🟡 CLI, low-level sysadmin UX🟡 CLI-based, script-hea

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12 May 20256 min read

Enterprise HPC in the Age of Cloud-Native Computing

This is an Example case study of Research Institutes - many enterprises are following suit by investing in their own on-premises infrastructure, avoiding public cloud for data sovereignty, cost control, and to prevent vendor lock-in. As organizations seek to democratize cloud capabilities, the market is shifting toward hybrid and private cloud models that blend the best of both worlds, offering flexibility, security, and significant cost benefits. National Investment in Private HPC Infrastructu

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