A confident contrarian opinion within cloud infrastructure design states that buying more server hardware is a temporary bandage that cannot fix a poorly designed database structure. Many media companies waste fortunes on premium network lines when their actual problem is slow database lookup speeds on their user subscription tables. Most systems a