After supporting the capture of Emirau Island from 17 to 23 March, "Cleveland" sailed for replenishment and repairs at Sydney, Australia, then returned to the Solomons on 21 April to prepare for the Marianas operation. One practice bombardment on 20 May brought return fire unexpectedly which straddled the ship, but unharmed, she quickly silenced the shore batteries.