To design scalable architecture, start by assessing current data volume and potential future growth. ***** use a star schema with fact and dimension tables to streamline data models for scalability. Leverage DirectQuery for real-time analysis on large datasets, and use aggregation and incremental refresh to manage data efficiently. Opt for cloud solutions like Azure for flexible storage and computing power. Ensure data pipelines are automated and error-free using Power Automate or Azure Data Factory. Regularly review and optimize the data model to maintain scalability as business needs evolve.
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