What is the difference between serverless and provisioned cloud data services? When would you choose each approach for data engineering workloads?

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Serverless and provisioned models represent different approaches to managing cloud infrastructure for data workloads. The choice affects cost, performance predictability, and operational overhead. Serverless services handle infrastructure management automatically.