Dynamic bandwidth allocation for C-band shared FBG sensing and telecommunications

G Cibira, I Glesk, J Dubovan - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
The telecommunications data transfer in single-mode (SM) optical fiber (OF) of a passive
optical network (PON) is managed by dynamic bandwidth allocation (DBA). In most Internet …

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 …

LSTM-based DWBA prediction for tactile applications in optical access network

E Ganesan, AT Liem, IS Hwang, MS Ab-Rahman… - Photonics, 2022 - mdpi.com
Historically, the optical access network (OAN) plays a crucial role of supporting emerging
new services such as 4 k, 8 k multimedia streaming, telesurgery, augmented reality (AR) …

A predictive TDM-PON resource allocation using the ANN method based on equilibrium points of discrete dynamical systems

AA Nikoukar, H Goudarzi, H Rezaei, IS Hwang - Optical Fiber Technology, 2023 - Elsevier
Resource allocation is one of the challenges in the time division multiple access (TDM)
passive optical network (PON) area. Much research has been done to find an efficient …

Intelligent Bandwidth Planner Enhancing Learning Technologies in Constrained Distance Learning Environments–a Pandemic Response

PYO Amoako, IO Osunmakinde - 2022 20th International …, 2022 - ieeexplore.ieee.org
Bandwidth resource in open distance electronic learning platform is scarce when services
performed by many users contend for bandwidth, causing congestion in the network. The …

A Survey of Dynamic Bandwidth Allocation to Enhance Quality of Service in Internet of Things

G Bhandari, S Tyagi - 2022 IEEE Silchar Subsection …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is one of the most popular buzzwords in the twenty-first century. The
Internet of Things (IoT) is flourishing, facilitating, and improving people's lives all over the …

LSTM based Dynamic Bandwidth Allocation in EPONs for Future Multimedia Applications

AT Liem, IS Hwang, E Ganesan - … International Symposium on …, 2021 - ieeexplore.ieee.org
The bandwidth requirement of video type applications such as Internet-enabled HD
television and live streaming generated as much traffic as an entire home today, on average …