Collaborative Split Learning-Based Dynamic Bandwidth Allocation for 6G-Grade TDM-PON Systems

Collaborative Split Learning-Based Dynamic Bandwidth Allocation for 6G-Grade TDM-PON Systems

Dynamic Bandwidth Allocation (DBA) techniques enable Time Division Multiplexing Passive Optical Network (TDM-PON) systems to efficiently manage upstream bandwidth by allowing the centralized Optical Line Terminal (OLT) to coordinate resource allocation among distributed Optical Network Units (ONUs)....

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Bibliographic Details
Main Authors: Alaelddin F. Y. Mohammed, Yazan M. Allawi, Eman M. Moneer, Lamia O. Widaa
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
6G
TDM-PON
DBA
split learning
machine learning
traffic prediction
Online Access:https://www.mdpi.com/1424-8220/25/14/4300
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