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As a Microsoft Fabric Analytics Engineer Associate, you are optimizing a data warehouse query that aggregates sales transaction data by product, customer, and time. The query is currently slow and resource-intensive. The data warehouse is expected to scale significantly over the next year, and the solution must ensure compliance with data governance policies. Considering these constraints, which of the following optimization techniques would you recommend as the BEST solution and why? Choose one option.