How do you optimize compute costs for data processing workloads? Discuss strategies for Spark jobs, warehouse queries, and scheduled pipelines.

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Compute is typically the largest cost component of cloud data platforms, and optimizing it requires understanding workload characteristics and matching resources appropriately. Spark job optimization starts with understanding the execution plan.