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DATA-WAREHOUSE-MANAGEMENT5 MIN READ

Work Through a Cost Spike Diagnosis

Diagnose a warehouse cost spike by tracing workload, model design, scheduling, ownership, and control gaps.

Warehouse spend is 2.4x normal after a dashboard refresh, and the team needs to find the system cause rather than blame the last visible user. Ask why until the cause points to a controllable process or design change. The common trap is to stop at the expensive query. That creates a training reminder, not a durable cost control. 1. Why did spend spike? The operations dashboard refresh triggered a high-cost mart rebuild six times in one morning. Start with the event, but do not treat it as the root cause. 2. Why was the mart expensive? It scanned the full…

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