Static HTML page caching for large website [closed]

In Settings > WP Super Cache disable Advanced > Clear all cache files when a post or page is published or updated.

There is nothing wrong with using static page cache for larger site as long as it fits your requirements. If you need dynamic features or extreme performance, then it would be time to look into alternatives.