Genetic expression programming: a new approach for QoS traffic prediction in EPONs

JY Lee, IS Hwang, AT Liem, KR Lai… - Photonic Network …, 2013 - Springer
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 …

Genetic expression programming: a new approach for QoS traffic prediction in EPONs

IS Hwang, JY Lee, AT Liem - 2012 Fourth International …, 2012 - ieeexplore.ieee.org
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 …

[PDF][PDF] Qos-based genetic expression programming predicition scheme in the EPON's

IS Hwang, JY Lee, A Liem - Progress In Electromegnetics …, 2012 - researchgate.net
Ethernet Passive Optical Network (EPON) have been widely considered as one of the
candidates to resolve the last mile problem in the next generation broadband access …

Two phase bandwidth allocation mechanism with adaptive prediction for differentiated services on EPONs

IS Hwang, ZD Shyu, JY Lee, ZL Huang - Journal of Internet …, 2009 - jit.ndhu.edu.tw
This study proposes a novel Two Phase Bandwidth Allocation (TPBA) mechanism
incorporated with a prediction-based scheme in Ethernet passive optical networks (EPONs) …

RNN based EPON dynamic bandwidth allocation algorithm for complex network

J Yu, Y Fu, F Xiao, H Jia, P Qin, Z Zhao… - Journal of Optical …, 2022 - degruyter.com
In the development of ethernet passive optical networks (EPONs), quality of service (QoS)
support and fairness per optical network unit (ONU) are crucial issues. However, making an …

Limited sharing with traffic prediction for dynamic bandwidth allocation and QoS provisioning over Ethernet passive optical networks

Y Luo, N Ansari - Journal of Optical Networking, 2005 - opg.optica.org
Feature Issue on Optical Access Networks (OAN) As an inexpensive, simple, and scalable
solution for broadband access, Ethernet passive optical networks (EPONs) have the …

[PDF][PDF] A novel dynamic bandwidth allocation algorithm with correction-based the multiple traffic prediction in EPON

Z Fu, J Bai, Q Wang - Journal of Networks, 2012 - Citeseer
Ethernet passive optical network (EPON), this paper proposes a novel dynamic bandwidth
allocation algorithm which supports the mechanism with correction-based the multiple …

PRNN/ERLS-based predictive QoS-promoted DBA scheme for upstream transmission in EPON

JW Peng, CJ Chang, PL Tien - Photonic Network Communications, 2010 - Springer
This article proposes a PRNN/ERLS-based predictive QoS-promoted dynamic bandwidth
allocation (PQ-DBA) scheme for upstream transmission in Ethernet passive optical network …

Dynamic Bandwidth Allocation Based on Ensemble Learning Predicition for Optical Access Networks

X Zheng, K Yuan, B Cao, T Wang - 2020 IEEE 4th Information …, 2020 - ieeexplore.ieee.org
In order to make the existing Ethernet passive optical network can cope with the increasing
demand of network traffic in the future and adapt to the low delay transmission …

SLA-aware dynamic bandwidth allocation for QoS in EPONs

S Choi, J Park - Journal of Optical Communications and Networking, 2010 - opg.optica.org
The Ethernet passive optical network (EPON) is one of the most promising broadband
access networks. We propose a new dynamic scheduling algorithm, referred to as cyclic …