These are the slides of the presentation I gave last week at DrupalDevDays Milan about the ways using Queue API can help you speed up Drupal sites, especially in connected mode.
This is an updated for Drupal 8 version of the presentation we gave at DrupalCon Barcelona with Yuriy Gerasimov.