generation optical access solutions in the access networks. In time division multiplexing,
passive optical network technology (TDM-PON) and the dynamic bandwidth allocation
(DBA) play a crucial key role to achieve efficient bandwidth allocation and fairness among
subscribers. Therefore, the traffic prediction in DBA during the waiting time must be put into
the account. In this paper, we propose a new prediction approach with an evolutionary …