… Moreover, we also build a prediction model based on several … that have major impact on
QoS metrics such as packet delay, … Likun, “Traffic-load prediction based on echo state network …

… Therefore, a new approach is required that can provide … the overall QoS and at alleviating
inter-ISP traffic. Furthermore, in this … allocation in scalable EPONs,” IEEE/OSA J. Opt. Commun. …

… message for the AF traffic type, while the predicted AF grant (AF grant predicted test) refers
to … , “Genetic expression programming: a new approach for QoS traffic prediction in EPONs,” …

… Therefore, the ANN prediction model is chosen to perform traffic prediction in this paper. …
, “Genetic expression programming: A new approach for QoS traffic prediction in EPONs,” …

… XG-PON defines five different types of QoS and implements … prediction method [20] for
EPON is used for upstream traffic flow … This method records traffic amounts for previous polling …

… It is predicted that until 2025, FTTH/B solutions will become … the design methodology of the
control parameter for QoS-… and incoming traffic rate, which can guarantee the QoS parameters…

… The cisco VNI is predicted the demand for high-speed data … for NG-EPONs to facilitate the
development and operation of … traffic is given a higher priority in this article than AF traffic, on …

… Genetic Expression Programming (GEP) algorithm was formulated for QoS traffic prediction
… HMM and NN were used to predict network traffic in WDM networks and the flow classifier at …

… Genetic Expression Programming (GEP) algorithm was formulated for QoS traffic prediction
… HMM and NN were used to predict network traffic in WDM networks and the flow classifier at …

… HMM based traffic prediction along with QoS aware light … based on the traffic volume and
direction predicted by an … New approaches based on machine learning have outperformed …