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 …

With the emergence of new services such as high-definition video, cloud computing and
virtual reality, Wavelength Division Multiplexing/Time Division Multiplexing-Passive Optical …

Long-Reach Ethernet Passive Optical Networks (LR-EPONs) have become a promising
broadband access technology due to cost-effectiveness and the ability to simplify …

Next-generation Ethernet passive optical networks (NG-EPON) allow optical network unit
(ONU) transmission scheduling concurrently on multiple wavelengths. This increases the …

In parallel with the enormous spread of Internet usage, the tendency of users for high
capacity applications (HDTV, Online Games, P2P File Transfer) are rising. This increase in …

Recently, the IEEE 802.3 Ethernet Working Group has classified three architectures for the
next-generation Ethernet passive optical network (NG-EPON). They are called single …

The Ethernet passive optical network is being regarded as one of the best solutions for next-
generation optical access solutions. In time-division multiplexing-passive optical network …

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

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

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 …