… In NG-EPON systems, … bandwidth allocation (DBA) in the upstream direction. In this
paper, we propose a novel DBA approach that employs deep learning to predict the bandwidth …

… Abstract: A novel intelligent bandwidth allocation scheme in NG-EPON using reinforcement
learning is proposed and demonstrated for latency management. The capability of the proposed …

… NG-EPON) for the transport of traffic generated by multiple different FS options. We propose
a PON bandwidth allocation … ) options based on their bandwidth and latency requirements in …

… BANDWIDTH ASSIGNMENT MECHANISM The bandwidth assignment mechanism of
10GEPON is similar to that of 1G-EPON. The grant/request mechanism is implemented using …

… , the Ethernet PON (EPON) and GPON standards did not explicitly specify any dynamic
bandwidth assignment (DBA) algorithm to be used for the upstream time slot allocation. Several …

… in increased propagation delay of Dynamic Bandwidth Allocation (DBA) messages exchanged
… Therefore, this thesis focuses on deploying an efficient QoS-aware bandwidth allocation …

… then performs a dynamic bandwidth allocation (DBA) operation. … Unlike in the EPON system,
in the NG-EPON system, multiple … It is important to reduce the power consumption of EPON …

… Furthermore, mainstream PON dynamic bandwidth allocation (DBA) schemes have been …
, the centralized processes of upstream bandwidth allocation at the distant OLT are lengthy …

… bandwidth G-PON and EPON … bandwidth allocation mode, US BW Map is transmitted in
every downstream frame from the OLT to ONTs in order that ONTs can get bandwidth allocation …

… of NG-PON2 communication into OPNET Modeler tool. We also demonstrate a static and
dynamic bandwidth allocation. … More precisely, articles deal with EPON standard so we cannot …