higher data rate with low power consumption. To improve energy savings for an EPON, the
sleep and doze modes for the optical network units (ONUs) play a pivotal role. Many
prediction schemes have been proposed to control these modes. To increase the prediction
accuracy, this study proposes an energy-efficient approach that uses a support vector
regression (SVR) model. A dynamic bandwidth allocation (DBA) scheme called SVR-DBA is …