Dizzy Gillespie and Charlie Parker were in the band , and Davis joined them as third trumpet player when trumpeter Buddy Anderson was out sick . Dizzy Gillespie and Charlie Parker were members of the band , and Davis was brought in on third trumpet for a couple of weeks because the regular player , Buddy Anderson , was out sick .