Adaptive dynamic wavelength and bandwidth allocation algorithm based on error-back-propagation neural network prediction

B Liu, L Zhang, F Wang, M Liu, Y Mao, L Zhao… - Optics …, 2019 - Elsevier
With the emergence of new services such as high-definition video, cloud computing and
virtual reality, Wavelength Division Multiplexing/Time Division Multiplexing-Passive Optical …

High-priority first dynamic wavelength and bandwidth allocation algorithm in TWDM-PON

L Zhang, J Qi, K Wei, W Zhang, Y Feng, W Hou - Optical Fiber Technology, 2019 - Elsevier
Time and wavelength division multiplexing passive optical network (TWDM-PON) is the
mainstream scheme of the next generation access network, and it possesses a number of …

LP-DWBA: A DWBA algorithm based on linear prediction in TWDM-PON

H Wang, Y Liang, R Gu, Y Ji, Y Ma… - 2015 14th …, 2015 - ieeexplore.ieee.org
A dynamic wavelength and bandwidth allocation (DWBA) algorithm based on linear
prediction (LP-DWBA) to schedule resources in TWDM-PON is proposed. Simulation results …

Novel dynamic bandwidth and wavelength allocation algorithm for energy efficiency in TWDM-PON

S Garg, A Dixit - 2019 21st International Conference on …, 2019 - ieeexplore.ieee.org
In this paper, we propose a novel dynamic bandwidth and wavelength allocation (DBWA)
algorithm that makes use of bin-packing approach resulting in the improved energy …

Implementation of ultra-low latency dynamic bandwidth allocation method for TDM-PON

S Hatta, N Tanaka, T Sakamoto - IEICE Communications Express, 2016 - jstage.jst.go.jp
This paper proposes a new dynamic bandwidth allocation (DBA) method with low latency for
campus area networks (Campus-LANs) and mobile fronthaul (MFH) based on time division …

A Novel Temporal Dynamic Wavelength Bandwidth Allocation based on Long-Short-Term-Memory in NG-EPON

AT Liem, IS Hwang, E Ganesan, SW Taju… - IEEE …, 2023 - ieeexplore.ieee.org
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 …

Dynamic bandwidth allocation based on multiservice in software-defined wavelength-division multiplexing time-division multiplexing passive optical network

F Wang, B Liu, L Zhang, F Jin, Q Zhang… - Optical …, 2017 - spiedigitallibrary.org
The wavelength-division multiplexing passive optical network (WDM-PON) is a potential
technology to carry multiple services in an optical access network. However, it has the …

Bandwidth allocation based on priority and excess-bandwidth-utilized algorithm in WDM/TDM PON

C Ni, C Gan, W Li, H Chen - AEU-International Journal of Electronics and …, 2015 - Elsevier
WDM/TDM passive optical network (PON) is being viewed as a promising solution for
delivering multiple services and applications, such as high-definition video, video …

Dynamic bandwidth allocation algorithm with demand forecasting mechanism for bandwidth allocations in 10-gigabit-capable passive optical network

KA Memon, KH Mohammadani, AA Laghari, R Yadav… - Optik, 2019 - Elsevier
Abstract 10G-passive optical network (XG-PON) provides an emerging potential technology
to carry multiple services for the first-mile access network. However, it offers 0.3 ms …

Traffic-adaptive inter wavelength load balancing for TWDM PON

KA Memon, Q Zhang, RA Butt… - IEEE Photonics …, 2019 - ieeexplore.ieee.org
This study presents a dynamic inter wavelength migration scheme for the optical network
units (ONUs) employing linear regression machine learning method to equalize the traffic …