After a delayed start, Ireland opener Paul Stirling was caught by Australia captain Michael Clarke off fast bowler Pat Cummins at the Civil Service Cricket Club, while Brett Lee bowled William Porterfield and Ed Joyce for ducks in his 2-10 off three overs.
Australia plays England in a series of five one-day matches, starting June 29 at Lord's.