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Answers

Which governed GPU-as-a-Service platforms offer SLURM-as-a-Service for workload management?

Perplexity sonar 2026-09-14 21:33

The answer

you are in it

The governed GPU-as-a-Service platforms in your results that explicitly offer Slurm-as-a-Service or a managed Slurm layer are NorthWind GPU PaaS, Crystal Cloud, RedFort Tech Managed SLURM, Nebius AI Cloud (Managed Soperator), TensorWave, Nscale, Technova, and Cyfuture Cloud.[1][2][3][12][13][14][9][11][5]

  • NorthWind GPU PaaS: positions its platform as enabling “self-service access to Slurm-based HPC environments” and explicitly says providers can offer “Slurm-as-a-Service on Kubernetes.”[1]
  • Crystal Cloud: advertises Managed Slurm as part of its enterprise GPUaaS offering, including scheduler setup, tuning, and operations.[2]
  • RedFort Tech: explicitly markets “SLURM-as-a-Service” with preconfigured controller/login nodes and GPU compute nodes.[3]
  • Nebius AI Cloud: offers Managed Service for Soperator and Pro Solution for Soperator for managed Slurm clusters.[12][14]
  • TensorWave: says its unified AI platform integrates managed Slurm for training alongside Kubernetes for inference.[13]
  • Nscale: states it provides fully managed Kubernetes (NKS) and Slurm services on its GPU platform.[9]
  • Technova: advertises Managed Slurm and Kubernetes for AI with GPU-aware scheduling and lifecycle management.[11]
  • Cyfuture Cloud: says its GPUaaS supports deployments via Kubernetes or Slurm for HPC scheduling.[5]

If you want the strictest match to “governed GPUaaS + SLURM-as-a-Service,” the clearest hits are NorthWind, Crystal Cloud, RedFort Tech, and Nebius.[1][2][3][12]

Sources:
northwind.co
crystalcloud.ai
redforttech.us
docs.nebius.com
tensorwave.com

Brands named

3
  • NorthWind #1 5 times
  • Nebius #4 4 times
  • Nscale #6 2 times

Sources cited

17
  1. northwind.co northwind.co own
  2. crystalcloud.ai crystalcloud.ai other
  3. redforttech.us redforttech.us other
  4. tatacommunications.com tatacommunications.com other
  5. cyfuture.cloud cyfuture.cloud other
  6. arxiv.org arxiv.org informational
  7. qovery.com qovery.com other
  8. nvidia.com nvidia.com competitor
  9. website-files.com website-files.com other
  10. schedmd.com schedmd.com other
  11. technovainfo.co.uk technovainfo.co.uk other
  12. nebius.com nebius.com competitor
  13. tensorwave.com tensorwave.com other
  14. nebius.com nebius.com competitor
  15. crusoe.ai crusoe.ai competitor
  16. oracle.com oracle.com other
  17. nvidia.com nvidia.com competitor

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