For large datasets, developers should implement strategies such as data aggregation and partitioning. By setting up Incremental Refresh, Power BI developer can update only the data that has changed, saving time and reducing strain on the model. Using DirectQuery for real-time data connections can also help with performance, though developers need to balance this with potential query delays. Caching and optimizing measures by using DAX efficiently ensures quicker loading and response times in reports.