How do you optimize cloud storage costs and performance for data engineering workloads? What strategies apply across providers?

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Cloud storage costs can grow rapidly with data volume. Optimizing both cost and performance requires attention to file formats, organization, lifecycle management, and access patterns. File format selection has the largest impact on both cost and performance.