NVIDIA launched Minerva on October 22 to correlate infrastructure and workload telemetry; release documentation says it is a scoped limited beta, not included in the standard release, with no committed GA date.
NVIDIA Mission Control 2.5 brings automated recovery to Kubernetes
2026-10-22Verified announcementTRIAL
NVIDIA launched Minerva as a limited-beta AIOps layer that correlates GPU, network, scheduler and workload telemetry. Mission Control 2.5, available to existing customers, extends automated job and hardware recovery from Slurm to Kubernetes workloads managed by Run:ai. Minerva is not included in the standard release and requires a scoped early-access engagement.
What this means for you
For teams operating large GPU clusters, scheduler-aware recovery can reduce the time a failed node keeps wasting expensive capacity. The practical boundary is access: Mission Control 2.5 is a commercial platform, while Minerva remains a changeable limited beta whose vendor-reported gains lack independent validation.
Evidence & related material
Mission Control 2.5 became available to existing customers on October 26 and extends automated job and hardware recovery to Kubernetes workloads managed by Run:ai.
Subsequent changes
Mission Control 2.5 extends automated recovery to Run:ai-managed Kubernetes
Technical details & scores
| Release | NVIDIA Mission Control 2.5.0; Minerva 1.0.0 Beta |
|---|---|
| Mission Control Availability | Available to existing NVIDIA Mission Control customers on 2026-10-26 |
| Minerva Availability | Limited beta through a scoped Lighthouse Agreement; not included in the standard release; no GA date committed |
| Kubernetes Scope | Autonomous recovery for Kubernetes workloads managed by NVIDIA Run:ai 2.26 |
| Recovery Loop | Scheduler placement plus autonomous job recovery plus autonomous hardware recovery |
| Minerva Scope | Correlates GPU, NVLink, Spectrum-X, scheduler and workload telemetry; adds a native assistant and MCP integration |
| Performance Evidence | NVIDIA reports early-deployment MTBI, MTTR, alert-noise and effective-GPU-hour gains; no independent validation identified |
| Platform Limit | Run:ai and Autonomous Resiliency Engine are not supported on Vera Rubin NVL72 in this release |
| Time Basis | Minerva launch recorded at 2026-10-22T15:00:00Z in NVIDIA live coverage; Mission Control article feed published at 2026-10-26T15:00:00Z |
Technical impact 4
Engineering value 4
Adoption signal 3
Maturity 3
Verification cost 4
Risk 3