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Slurm Native OpenMetrics

Comprehensive Slurm monitoring using slurmctld native OpenMetrics endpoint (port 6817). Covers cluster summary, job trends, per-node resources, per-partition status, per-user workloads, and scheduler internals (backfill, RPC latency, threads).

Slurm Native OpenMetrics screenshot 1

Slurm Native OpenMetrics Dashboard

Monitor your Slurm HPC cluster using the native OpenMetrics
endpoint built into slurmctld (port 6817). No third-party
exporter required.

Prerequisites

  • Slurm 24.05+ with native OpenMetrics enabled
  • Prometheus scraping slurmctld on port 6817
  • Grafana 10+

Dashboard Sections (30 panels)

  1. Cluster Summary — Running/pending jobs, CPU & memory utilization, node states
  2. Job Trends — Job state trends, throughput rates (completed/started/failed per min)
  3. Per-Node Resources — CPU & memory allocation and utilization by node
  4. Per-Partition Status — Running/pending jobs and CPU allocation by partition
  5. Per-User Workloads — Jobs and resource usage by user (inactive users auto-hidden)
  6. Scheduler Performance — Cycle times, queue lengths, backfill stats, RPC latency

Notes

  • Uses Slurm's native OpenMetrics — not a third-party exporter
  • No hardcoded hostnames or cluster-specific values
  • Default time range: last 6 hours
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