Intelligent Bandwidth Allocation for Latency Management in NG-EPON using Reinforcement
Learning Method Page 1 STh3L.1.pdf CLEO 2020 © OSA 2020 Intelligent Bandwidth …

In this paper, an adaptive and efficient resource allocation mechanism called adaptive
satisfaction with inclination dynamic bandwidth and wavelength allocation (ASWI-DWBA) …

Over the last decade, Passive Optical Networks (PONs) have emerged as an ideal
candidate for next-generation broadband access networks. Meanwhile, machine learning …

Optical networks have undergone a remarkable transformation with the adoption of Artificial
Intelligence (AI) techniques such as Machine Learning (ML) and Deep Learning (DL). The …

This paper proposes a self-adaptive network bandwidth scheduling approach based on
improved random early detection (RED), which can be fully exploited in next generation …

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 …

A Novel Dynamic Bandwidth Allocation Algorithm for NG-PON based on QoS and SLA Page 1
A Novel Dynamic Bandwidth Allocation Algorithm for NG-PON based on QoS and SLA Xing Xu …

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 …

In this paper, an (ONU-load and RTTs)-based (OLR) dynamic wavelength and bandwidth
allocation (DWBA) algorithm for upstream channel in next-generational Ethernet passive …

Next generation Ethernet passive optical network (NG-EPON) is a promising technology to
cater the huge bandwidth and efficient distribution demands of the future Internet. An …