The Ethernet passive optical network is being regarded as the most promising for next-
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 …

The Ethernet passive optical network is being regarded as the most promising for next-
generation optical access solutions in the access networks. In time division multiplexing
passive optical network technology (TDM-PON), the dynamic bandwidth allocation (DBA)
plays 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 …