Large scale Drupal

Are you doing Drupal with millions of entities? Huge traffic? Dramatically more entity operations than normal?

Let's talk about the different problems we face when doing Drupal in a scale that not everyone does, and a scale some parts of Drupal was not meant to handle. What are our solutions to these problems? How can we make Drupal handle this better out of the box?