Observability & Orchestration
Management Solutions
Consolidating Hardware Telemetry and Job Metrics into a Unified Command Plane.
The Nerve Center of the High-Performance Cluster
We build management layers that transcend standard SNMP-based monitoring. By integrating the Redfish API and specialized In-Band Agents, we capture high-fidelity telemetry such as DRAM ECC errors, PDU power-draw, and InfiniBand port counters in a centralized InfluxDB/Prometheus stack. Our custom Dashboards correlate Job-IDs from Slurm with real-time thermal load profiles, enabling the proactive prevention of thermal throttling.
Command & Control Features:
- Out-of-Band Management: Native integration with IPMI and Redfish for bare-metal control and remote diagnostics.
- Resource Visibility: Per-core and per-GPU granular monitoring for precise multi-tenant billing and allocation.
- Predictive Health: Machine Learning models that detect hardware degradation patterns before critical failure occurs.
Observability Metrics:
We translate raw sensor data into actionable business intelligence for cluster administrators.
Monitoring Stack Prometheus / Grafana
API Integration Redfish / IPMI / SNMP
Alerting Latency Sub-Second
Operational Logic: Telemetry -> Stability
| Phase | Action | Administrative Outcome |
|---|---|---|
| 1. Ingestion | Aggregating metrics via Redfish, Telegraf, and Scheduler-Logs. | High-resolution Data Lake of cluster health. |
| 2. Visualization | Building custom Grafana dashboards tailored to specific research or industrial KPIs. | Real-time situational awareness for C-Level and Tech-Ops. |
| 3. Automation | Scripting Web-Interfaces for simplified Slurm job submission and resource reservation. | Democratization of HPC access for non-technical users. |
| 4. Alerting | Implementing multi-channel notification logic (Slack, Jira, PagerDuty) based on threshold-crossing. | Minimized MTTR (Mean Time To Repair) and maximized uptime. |