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 …

Self-Adaptive Resource-Allocation Scheme Combining Traffic Prediction With User Satisfaction in Multi-Wavelength VPON

Z Xu, C Gan, L Wu, J Hui - IEEE Photonics Journal, 2022 - ieeexplore.ieee.org
In this paper, a self-adaptive resource-allocation scheme combining traffic prediction with
user satisfaction is firstly established in multi-wavelength VPON. Among VPONs, by …

A mode transformation algorithm based on traffic prediction in virtual multi‐OLT PON

N Zhan, C Gan, W Lin, Y Guo… - International Journal of …, 2020 - Wiley Online Library
In this paper, a mode transformation algorithm based on traffic prediction in virtual multiple
optical line terminal (OLT) passive optical network (PON) is proposed. By proposing …

Genetic expression programming-based DBA for enhancing peer-assisted music-on-demand service in EPON

AT Liem, IS Hwang, AA Nikoukar, JY Lee - Optical Fiber Technology, 2015 - Elsevier
Today, the popularity of peer-assisted music-on-demand (MoD) has increased significantly
worldwide. This service allows users to access large music library tracks, listen to music, and …

A new approach for analyzing the performance of the WiMAX networks based on QoS traffic prediction routing protocol using gene expression programming

J Sangeetha, K Nagaraj, KNB Murthy… - International Journal of …, 2016 - igi-global.com
WiMAX is one of the broadband wireless access technologies, which provides the efficient
QoS to the large number of users. The multimedia applications such as real time and non …

Short-term vegetable prices forecast based on improved gene expression programming

L Yang, K Li, W Zhang, Y Kong - International Journal of …, 2018 - inderscienceonline.com
Gene expression programming (GEP) is a new evolutionary algorithm based on genotype
and phenotype, which is commonly used in network optimisation and prediction. Aiming at …

Analyzing and Predicting the QoS of Traffic in WiMAX Network Using Gene Expression Programming

J Sangeetha, K Nagaraj, KNB Murthy… - Advancements in …, 2018 - igi-global.com
The WiMAX network provides an efficient QoS to the large number of users. The real time
and non-real time multimedia applications are gaining importance in the WiMAX network. To …

A new ONU architecture for handling Massively Multiplayer Online Game traffic in ethernet passive optical network

IS Hwang, AA Nikoukar, AT Liem - … International Conference on …, 2013 - ieeexplore.ieee.org
Online game's traffic becomes one of the important traffic over the Internet. In last decade,
popularity of the Massively Multiplayer Online Game (MMOG) rapidly increased. Most of …

[PDF][PDF] ICT priorities influencing policy directions in a South African telecommunications company

N Ntsini - 2022 - wiredspace.wits.ac.za
ABSTRACT COVID-19 facilitated the adoption of ICT and digital platforms as businesses
utilised virtual alternatives for business continuity, education to online learning, and health to …

[PDF][PDF] Learning Aided Auctioning for Opportunistic Scheduling in a Wireless Optical Network

A Mukhopadhyay, G Das - CoRR, 2021 - academia.edu
(SLA) based end-to-end Quality of Service (QoS) maintenance across a wireless optical
integrated network. The wireless network used is Long Term Evolution/Long Term Evolution …