I had never heard of Arequipa until I looked at a map of Peru, but apparently a lot of travelers stop here en-route to Cuzco or Puno, in an attempt to acclimatize more gradually to the high altitudes.
Travelling by long-distance bus in Peru turned out to be a dream - especially on Cruz del Sur.