Buquicchio is specific to the Barese of Bitonto in particular and to Bari, it should be the Italianization of the Albanian surname Bozhiqi (see BOCCHICCHIO).
Bibliographic source' "L'origine dei cognomi Italianim storia ed etimologia" di E. Rossoni disponibile online su: https://archive.org/