The GPU Usage Monitor is an open-source project that deploys a fully integrated GPU observability stack for Kubernetes. Rather than requiring SRE and platform teams to assemble and configure individual components, the GPU Usage Monitor uses DCGM Exporter, kube-state-metrics, Prometheus, and Grafana into a single deployment, complete with pre-built dashboards designed specifically for GPU-accelerated workloads. The design principle is operational simplicity. A single helm install command results in actionable GPU visibility within minutes, with no custom dashboard authoring or scrape configurat
Get Real-Time Visibility into GPU Usage Across Kubernetes Clusters | NVIDIA Technical Blog… DCGM Exporter exposes per-GPU hardware metrics, but wiring it into Prometheus and Grafana with production-quality dashboards requires significant manual configuration effort. …
Data Center / Cloud Accelerate Token Production in AI Factories Using Unified Services and Real-Time AI Apr 01, 2026 By Pradyumna Desale and Casey Dugas Discuss 0 Discuss 0 L T F R E AI-Generated Summary Like Dislike Mission Control 3.0 introduces a modular, API-driven architecture with open compon… …
… At scale, teams are juggling heterogeneous hardware, fast‑moving software stacks, tight power envelopes, and spiky, multitenant workloads. A single hotspot, misconfigured driver, or subtle hardware fault can ripple, causing throttled jobs, missed SLAs and wasted spend. …
… Slurm drains the node, jobs reschedule to healthy hardware, and teams no longer need to coordinate between K8s and Slurm tooling separately. …
… Developers can further customize by swapping in different models, adjusting OpenShell permissions, and connecting the agent to local workflows. …
… Each workflow is supported on several types of GPUs in various configurations to meet your hardware and performance needs. …
… Customizable dashboards: Track key performance indicators with access to critical telemetry data about your cluster and easy-to-set dashboards Continuous health checks: Validate hardware and cluster performance throughout the life cycle of your infrastructure. …
… To model realistic NOC workflows, a set of custom tools are defined for agents to call in multistep procedures, such as: Acknowledging and tracking the initial alert Checking site and equipment status Performing remote actions reset, unlock, enable Monitoring for automatic recovery or alarm clearan… …