Managed Slurm.
The scheduler your research team already knows — deployed, tuned, and babysat by us. Lumengrid runs a production-grade Slurm fleet on bare metal so your scientists stay in their notebooks.
HPC management, without the HPC admin.
Fair-share scheduling
Priority hierarchies and fair-share accounting across teams, so one group's mega-job doesn't starve the lab.
Elastic partitions
Partitions that grow with demand: burst into spot capacity, drain back down when the queue is clear.
Job telemetry
Per-job GPU utilization, efficiency scores, and exit diagnostics — see at a glance which jobs waste cycles.
Managed upgrades
Slurm and Munge updates rolled out with zero queue downtime, on your schedule.
Proven on HPC AI
Deployed for genomics, climate, and physics labs — workloads that predate LLMs and still outnumber them.
Your MPI, your tools
UCX, NCCL-compatible stacks, and any MPI flavor. Bring your recipes; we keep the rails greased.
Standard interfaces, zero surprises.
Your researchers keep using the exact same sbatch, squeue, and sinfo commands. Under the hood, we handle the parts nobody misses until they break.
- Login nodes, head nodes, and compute partitions managed end to end
- Shared storage mounted at the same path across the fleet
- Fair-share and QoS policies tuned with your team
- 24/7 escalation to engineers who know Slurm internals
Ready to push the frontier?
Provision bare-metal GPUs in minutes, scale capacity on demand, and get a real engineer on call — not a ticket queue.