Machine learning based dynamic load balancing DWBA scheme for TWDM PON

RA Butt, M Faheem, A Arfeen, MW Ashraf… - Optical Fiber …, 2019 - Elsevier
The time and wavelength division passive optical network (TWDM PON) provides
broadband services to residential, commercial and industrial users at four different …

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 …

Load adaptive dynamic wavelength and bandwidth assignment for TWDM PON

RA Butt, M Jawaid, MW Ashraf… - … Workshop on Fiber …, 2019 - ieeexplore.ieee.org
Time and Wavelength Division Multiplexing PON (TWDM-PON) is next generation PON
technology that increases the PON capacity due to having multiple wavelengths for both …

Priority-rotating DBA with adaptive load balance for reconfigurable WDM/TDM PON

W Xia, C Gan, W Xie, C Ni - Optical Fiber Technology, 2015 - Elsevier
To the wavelength-division multiplexing/time-division multiplexing passive optical network
(WDM/TDM PON) architecture that implements wavelength sharing and traffic redirection, a …

A survey of dynamic bandwidth assignment schemes for TDM-based passive optical network

RA Butt, M Waqar Ashraf, M Faheem… - Journal of Optical …, 2020 - degruyter.com
In time division, multiple access (TDMA)-based passive optical network (PONs), a dynamic
bandwidth assignment (DBA) is necessary for efficient utilization of the available bandwidth …

A Distance-Weighted Dynamic Bandwidth Allocation Algorithm for Improved Performance in Long-Reach Passive Optical Networks for Next Generation Networks

A Haastrup, M Zehri, D Rincón, JR Piney, A Bazzi - Photonics, 2023 - mdpi.com
In recent years, there has been an increasing trend towards extending the coverage of
passive optical networks (PONs) over large geographical areas. Long-reach PONs …

Enhanced dynamic bandwidth allocation in WDM-PON

X Ye, A Sana, CM Assi, MA Ali - Broadband Access …, 2007 - spiedigitallibrary.org
WDM based passive optical network (PON) upgrades current TDM based PON at the
architecture, protocol and dynamic bandwidth allocation algorithms to provide higher …

Load adaptive merging algorithm for multi-tenant PON environments

KH Mohammadani, RA Butt, KA Memon… - Optical Switching and …, 2023 - Elsevier
Wavelength division multiplexing\time division multiplexing passive optical network
(WDM/TDM-PON) is the attractive candidate for PON bandwidth sharing among multiple …

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 …

ANFIS-DBA: ANFIS Based Dynamic Bandwidth Allocation Scheme for Latency Driven Cost Effective Next Generation PON

E Inaty, G Akkad, M Maier - IEEE Transactions on Network and …, 2024 - ieeexplore.ieee.org
Motivated by the six generation (6G) system's stringent latency and throughput
requirements, we propose a high performance dynamic bandwidth allocation (DBA) scheme …