Databricks’ health‑check system stops silent GPU slowdowns that waste compute
Databricks runs massive distributed training jobs, but GPU failures often hide as silent slowdowns that waste compute. Their multi‑stage health‑check system detects hardware degradation, fabric issues, and numerical corruption before they impact throughput, keeping clusters reliable and costs predictable.