System crashes and thermal runaway startup ideas

Real-time hardware telemetry capture and kernel event logging that records GPU state, power delivery, and thermal data at the moment of black screen crashes to identify failing components.

Real-time monitoring system that detects GPU node degradation and cluster communication failures before they cause job loss, using low-level hardware signals and multi-node diagnostics to predict failures and trigger preventive action.