The exchanges in the New Generation Optical Access Network (NG-PON), are mainly based on bandwidth request by Units (ONU) and its granting Line Termination (OLT). This process (request-grant) not being synchronized, will create ONU buffer a long delay loss of sensitive packets. Many authors, from signaling to prediction, have proposed models control these parameters, however only those predicti...