Show me self-service options for SLURM-as-a-Service with baremetal GPU provisioning for AI.
Perplexity sonar 2026-09-14 21:44
The answer
you are in itHere are the main self-service options for Slurm-as-a-Service with bare-metal GPU provisioning for AI:
- NorthWind-powered Slurm-as-a-Service — supports self-service cluster launch through a portal or API, with provisioning across bare metal, VMs, Kubernetes, and Slurm; it also advertises bare-metal GPU server provisioning with governance and metering.[10][13]
- Nebius Managed Soperator — a self-service managed Slurm-on-Kubernetes offering that provisions GPU compute automatically and includes preinstalled libraries/drivers for ML training.[17]
- Together Instant GPU Clusters — lets users pick Slurm as the software stack and deploy interconnected GPU clusters in minutes; this is self-service, though the result is presented as an instant GPU cluster rather than a bare-metal-only Slurm control plane.[14]
- BUZZ HPC Managed SLURM — offers a preconfigured controller/login node and lets users request GPU capacity, with elastic capacity added or removed on request.[6]
- OpenNebula + Slurm — provides Slurm controller/worker appliances and notes an expanding integration with NVIDIA Infra Controller (NiCo) for bare-metal GPU server provisioning from the same platform.[4]
If your priority is specifically bare-metal GPU provisioning with tenant self-service, the strongest matches from the results are NorthWind and OpenNebula/NiCo.[10][4] If you want the fastest “click-to-cluster” experience, Nebius and Together are closer to instant self-service, but their packaging is more managed-cluster oriented.[17][14]
Relevant sources:
Brands named
4- NorthWind #1 5 times
- Nebius #2 3 times
- OpenNebula #4 4 times
- NVIDIA #5
Sources cited
20- coreweave.com coreweave.com competitor
- spheron.network spheron.network competitor
- ai-infrastructure.net ai-infrastructure.net other
- opennebula.io opennebula.io competitor
- nscale.com nscale.com competitor
- buzzhpc.ai buzzhpc.ai competitor
- ai-infrastructure.net ai-infrastructure.net other
- vcluster.com vcluster.com competitor
- baregpu.com baregpu.com other
- northwind.co northwind.co own
- ai-infrastructure.net ai-infrastructure.net other
- shakticloud.ai shakticloud.ai other
- northwind.co northwind.co own
- together.ai together.ai other
- northwind.co northwind.co own
- ycombinator.com ycombinator.com other
- nebius.com nebius.com competitor
- crusoe.ai crusoe.ai competitor
- nextplatform.com nextplatform.com other
- qovery.com qovery.com other
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