This document discusses various techniques for optimizing map rendering when dealing with large amounts of location data. It recommends initially clustering close data together to simplify the user experience and reduce processing needs. Other optimizations include only rendering visible data by limiting to the current zoom level and using a quadtree data structure to more efficiently search for locations within a given area with each user interaction like panning or zooming. Code samples and external resources are provided for further exploring map optimizations.