NEW YORK, June 2 : Amazon.com will host its annual Prime Day sales event from June 23 to June 26 after launching the event in July for the past five years, citing major holidays and sporting events as factors in its decision.Prime Day is one of Amazon's biggest sales events of the year, and helped drive $24.